Overview
Dataset info
| Number of variables | 563 |
|---|---|
| Number of observations | 7352 |
| Total Missing (%) | 0.0% |
| Total size in memory | 31.6 MiB |
| Average record size in memory | 4.4 KiB |
Variables types
| Numeric | 220 |
|---|---|
| Categorical | 1 |
| Boolean | 0 |
| Date | 0 |
| Text (Unique) | 0 |
| Rejected | 342 |
| Unsupported | 0 |
Warnings
fBodyAcc-bandsEnergy()-1,16is highly correlated withfBodyAcc-bandsEnergy()-1,8(ρ = 0.99353) RejectedfBodyAcc-bandsEnergy()-1,16.1is highly correlated withfBodyAcc-bandsEnergy()-1,8.1(ρ = 0.95106) RejectedfBodyAcc-bandsEnergy()-1,16.2is highly correlated withfBodyAcc-bandsEnergy()-1,8.2(ρ = 0.97889) RejectedfBodyAcc-bandsEnergy()-1,24is highly correlated withfBodyAcc-bandsEnergy()-1,16(ρ = 0.99897) RejectedfBodyAcc-bandsEnergy()-1,24.1is highly correlated withfBodyAcc-bandsEnergy()-1,16.1(ρ = 0.99612) RejectedfBodyAcc-bandsEnergy()-1,24.2is highly correlated withfBodyAcc-bandsEnergy()-1,16.2(ρ = 0.99342) RejectedfBodyAcc-bandsEnergy()-1,8is highly correlated withfBodyAcc-energy()-X(ρ = 0.98967) RejectedfBodyAcc-bandsEnergy()-1,8.1is highly correlated withfBodyAcc-energy()-Y(ρ = 0.93577) RejectedfBodyAcc-bandsEnergy()-1,8.2is highly correlated withfBodyAcc-energy()-Z(ρ = 0.94749) RejectedfBodyAcc-bandsEnergy()-17,24.1is highly correlated withtBodyAccJerk-energy()-Y(ρ = 0.91002) RejectedfBodyAcc-bandsEnergy()-17,24.2is highly correlated withtBodyAccJerk-energy()-Z(ρ = 0.92674) RejectedfBodyAcc-bandsEnergy()-17,32is highly correlated withfBodyAcc-bandsEnergy()-17,24(ρ = 0.99035) RejectedfBodyAcc-bandsEnergy()-17,32.1is highly correlated withfBodyAcc-bandsEnergy()-17,24.1(ρ = 0.99284) RejectedfBodyAcc-bandsEnergy()-17,32.2is highly correlated withfBodyAcc-bandsEnergy()-17,24.2(ρ = 0.98729) RejectedfBodyAcc-bandsEnergy()-25,48is highly correlated withfBodyAcc-bandsEnergy()-33,48(ρ = 0.92593) RejectedfBodyAcc-bandsEnergy()-25,48.1is highly correlated withfBodyAcc-bandsEnergy()-33,48.1(ρ = 0.92924) RejectedfBodyAcc-bandsEnergy()-25,48.2is highly correlated withfBodyAcc-bandsEnergy()-33,48.2(ρ = 0.93375) RejectedfBodyAcc-bandsEnergy()-33,48is highly correlated withfBodyAcc-bandsEnergy()-41,48(ρ = 0.94726) RejectedfBodyAcc-bandsEnergy()-33,48.1is highly correlated withfBodyAcc-bandsEnergy()-41,48.1(ρ = 0.92712) RejectedfBodyAcc-bandsEnergy()-33,48.2is highly correlated withfBodyAcc-bandsEnergy()-41,48.2(ρ = 0.92533) RejectedfBodyAcc-bandsEnergy()-49,64is highly correlated withfBodyAcc-bandsEnergy()-57,64(ρ = 0.94506) RejectedfBodyAcc-bandsEnergy()-49,64.1is highly correlated withfBodyAcc-bandsEnergy()-57,64.1(ρ = 0.90726) RejectedfBodyAcc-bandsEnergy()-49,64.2is highly correlated withfBodyAcc-bandsEnergy()-49,56.2(ρ = 0.97691) RejectedfBodyAcc-bandsEnergy()-9,16is highly correlated withtBodyAccJerk-energy()-X(ρ = 0.90788) RejectedfBodyAcc-bandsEnergy()-9,16.1is highly correlated withtBodyAccJerk-energy()-Y(ρ = 0.9123) RejectedfBodyAcc-energy()-Xis highly correlated withfBodyAcc-max()-X(ρ = 0.93857) RejectedfBodyAcc-energy()-Yis highly correlated withfBodyAcc-sma()(ρ = 0.92911) RejectedfBodyAcc-energy()-Zis highly correlated withfBodyAcc-mad()-Z(ρ = 0.93183) RejectedfBodyAcc-entropy()-Xis highly correlated withfBodyAcc-iqr()-Y(ρ = 0.92163) RejectedfBodyAcc-entropy()-Yis highly correlated withfBodyAcc-entropy()-X(ρ = 0.98057) RejectedfBodyAcc-entropy()-Zis highly correlated withfBodyAcc-entropy()-Y(ρ = 0.97676) RejectedfBodyAcc-iqr()-Xis highly correlated withfBodyAcc-sma()(ρ = 0.95946) RejectedfBodyAcc-iqr()-Yis highly correlated withfBodyAcc-iqr()-X(ρ = 0.92549) RejectedfBodyAcc-iqr()-Zis highly correlated withfBodyAcc-sma()(ρ = 0.93038) RejectedfBodyAcc-kurtosis()-Xis highly correlated withfBodyAcc-skewness()-X(ρ = 0.98547) RejectedfBodyAcc-kurtosis()-Yis highly correlated withfBodyAcc-skewness()-Y(ρ = 0.98569) RejectedfBodyAcc-kurtosis()-Zis highly correlated withfBodyAcc-skewness()-Z(ρ = 0.98658) RejectedfBodyAcc-mad()-Xis highly correlated withfBodyAcc-std()-Y(ρ = 0.9181) RejectedfBodyAcc-mad()-Yis highly correlated withfBodyAcc-mad()-X(ρ = 0.94056) RejectedfBodyAcc-mad()-Zis highly correlated withfBodyAcc-std()-Z(ρ = 0.97557) RejectedfBodyAcc-max()-Xis highly correlated withfBodyAcc-mad()-X(ρ = 0.94503) RejectedfBodyAcc-max()-Yis highly correlated withfBodyAcc-mad()-Y(ρ = 0.93355) RejectedfBodyAcc-max()-Zis highly correlated withfBodyAcc-mad()-Z(ρ = 0.90573) RejectedfBodyAcc-mean()-Xis highly correlated withtBodyGyroJerkMag-sma()(ρ = 0.91326) RejectedfBodyAcc-mean()-Yis highly correlated withfBodyAcc-mean()-X(ρ = 0.94924) RejectedfBodyAcc-mean()-Zis highly correlated withfBodyAcc-mean()-Y(ρ = 0.91147) RejectedfBodyAcc-sma()is highly correlated withfBodyAcc-max()-X(ρ = 0.92081) RejectedfBodyAcc-std()-Xis highly correlated withfBodyAcc-mean()-Y(ρ = 0.92792) RejectedfBodyAcc-std()-Yis highly correlated withfBodyAcc-std()-X(ρ = 0.91071) RejectedfBodyAcc-std()-Zis highly correlated withfBodyAcc-mean()-Z(ρ = 0.94835) RejectedfBodyAccJerk-bandsEnergy()-1,16is highly correlated withfBodyAccJerk-bandsEnergy()-9,16(ρ = 0.95453) RejectedfBodyAccJerk-bandsEnergy()-1,16.1is highly correlated withfBodyAccJerk-bandsEnergy()-9,16.1(ρ = 0.98757) RejectedfBodyAccJerk-bandsEnergy()-1,16.2is highly correlated withfBodyAccJerk-bandsEnergy()-9,16.2(ρ = 0.97888) RejectedfBodyAccJerk-bandsEnergy()-1,24is highly correlated withfBodyAccJerk-bandsEnergy()-17,32(ρ = 0.90363) RejectedfBodyAccJerk-bandsEnergy()-1,24.1is highly correlated withfBodyAccJerk-bandsEnergy()-17,32.1(ρ = 0.90391) RejectedfBodyAccJerk-bandsEnergy()-1,24.2is highly correlated withfBodyAccJerk-bandsEnergy()-17,32.2(ρ = 0.93102) RejectedfBodyAccJerk-bandsEnergy()-1,8is highly correlated withfBodyAcc-bandsEnergy()-1,24(ρ = 0.97483) RejectedfBodyAccJerk-bandsEnergy()-1,8.1is highly correlated withfBodyAcc-bandsEnergy()-1,24.1(ρ = 0.91886) RejectedfBodyAccJerk-bandsEnergy()-1,8.2is highly correlated withfBodyAcc-bandsEnergy()-1,24.2(ρ = 0.91693) RejectedfBodyAccJerk-bandsEnergy()-17,24is highly correlated withfBodyAcc-bandsEnergy()-17,32(ρ = 0.98297) RejectedfBodyAccJerk-bandsEnergy()-17,24.1is highly correlated withfBodyAccJerk-energy()-Y(ρ = 0.91198) RejectedfBodyAccJerk-bandsEnergy()-17,24.2is highly correlated withfBodyAccJerk-energy()-Z(ρ = 0.94015) RejectedfBodyAccJerk-bandsEnergy()-17,32is highly correlated withfBodyAccJerk-bandsEnergy()-25,32(ρ = 0.90359) RejectedfBodyAccJerk-bandsEnergy()-17,32.1is highly correlated withfBodyAccJerk-bandsEnergy()-17,24.1(ρ = 0.98311) RejectedfBodyAccJerk-bandsEnergy()-17,32.2is highly correlated withfBodyAccJerk-bandsEnergy()-25,32.2(ρ = 0.92158) RejectedfBodyAccJerk-bandsEnergy()-25,32is highly correlated withfBodyAcc-bandsEnergy()-25,48(ρ = 0.95078) RejectedfBodyAccJerk-bandsEnergy()-25,32.1is highly correlated withfBodyAcc-bandsEnergy()-25,48.1(ρ = 0.96258) RejectedfBodyAccJerk-bandsEnergy()-25,32.2is highly correlated withfBodyAcc-bandsEnergy()-25,48.2(ρ = 0.98423) RejectedfBodyAccJerk-bandsEnergy()-25,48is highly correlated withfBodyAccJerk-bandsEnergy()-33,48(ρ = 0.94712) RejectedfBodyAccJerk-bandsEnergy()-25,48.1is highly correlated withfBodyAccJerk-bandsEnergy()-33,48.1(ρ = 0.95088) RejectedfBodyAccJerk-bandsEnergy()-25,48.2is highly correlated withfBodyAccJerk-bandsEnergy()-33,48.2(ρ = 0.9594) RejectedfBodyAccJerk-bandsEnergy()-33,40is highly correlated withfBodyAcc-bandsEnergy()-33,48(ρ = 0.91428) RejectedfBodyAccJerk-bandsEnergy()-33,40.1is highly correlated withfBodyAcc-bandsEnergy()-33,48.1(ρ = 0.93237) RejectedfBodyAccJerk-bandsEnergy()-33,40.2is highly correlated withfBodyAcc-bandsEnergy()-25,48.2(ρ = 0.91242) RejectedfBodyAccJerk-bandsEnergy()-33,48is highly correlated withfBodyAccJerk-bandsEnergy()-41,48(ρ = 0.94849) RejectedfBodyAccJerk-bandsEnergy()-33,48.1is highly correlated withfBodyAccJerk-bandsEnergy()-41,48.1(ρ = 0.93617) RejectedfBodyAccJerk-bandsEnergy()-33,48.2is highly correlated withfBodyAccJerk-bandsEnergy()-41,48.2(ρ = 0.9385) RejectedfBodyAccJerk-bandsEnergy()-41,48is highly correlated withfBodyAcc-bandsEnergy()-41,48(ρ = 0.91924) RejectedfBodyAccJerk-bandsEnergy()-41,48.1is highly correlated withfBodyAcc-bandsEnergy()-41,48.1(ρ = 0.94103) RejectedfBodyAccJerk-bandsEnergy()-41,48.2is highly correlated withfBodyAcc-bandsEnergy()-33,48.2(ρ = 0.91544) RejectedfBodyAccJerk-bandsEnergy()-49,64is highly correlated withfBodyAccJerk-bandsEnergy()-49,56(ρ = 0.99589) RejectedfBodyAccJerk-bandsEnergy()-49,64.1is highly correlated withfBodyAccJerk-bandsEnergy()-49,56.1(ρ = 0.99636) RejectedfBodyAccJerk-bandsEnergy()-49,64.2is highly correlated withfBodyAccJerk-bandsEnergy()-49,56.2(ρ = 0.99726) RejectedfBodyAccJerk-bandsEnergy()-9,16is highly correlated withfBodyAccJerk-energy()-X(ρ = 0.92659) RejectedfBodyAccJerk-bandsEnergy()-9,16.1is highly correlated withfBodyAccJerk-energy()-Y(ρ = 0.917) RejectedfBodyAccJerk-bandsEnergy()-9,16.2is highly correlated withfBodyAcc-bandsEnergy()-9,16.2(ρ = 0.97993) RejectedfBodyAccJerk-energy()-Xis highly correlated withfBodyAccJerk-sma()(ρ = 0.921) RejectedfBodyAccJerk-energy()-Yis highly correlated withfBodyAccJerk-sma()(ρ = 0.91997) RejectedfBodyAccJerk-energy()-Zis highly correlated withfBodyAccJerk-max()-Z(ρ = 0.90814) RejectedfBodyAccJerk-entropy()-Xis highly correlated withfBodyAccJerk-iqr()-Y(ρ = 0.94034) RejectedfBodyAccJerk-entropy()-Yis highly correlated withfBodyAccJerk-entropy()-X(ρ = 0.98867) RejectedfBodyAccJerk-entropy()-Zis highly correlated withfBodyAccJerk-entropy()-Y(ρ = 0.97627) RejectedfBodyAccJerk-iqr()-Xis highly correlated withfBodyAccJerk-energy()-X(ρ = 0.93219) RejectedfBodyAccJerk-iqr()-Yis highly correlated withfBodyAccJerk-iqr()-X(ρ = 0.93502) RejectedfBodyAccJerk-iqr()-Zis highly correlated withfBodyAccJerk-energy()-Z(ρ = 0.90829) RejectedfBodyAccJerk-kurtosis()-Xis highly correlated withfBodyAccJerk-skewness()-X(ρ = 0.94787) RejectedfBodyAccJerk-kurtosis()-Yis highly correlated withfBodyAccJerk-skewness()-Y(ρ = 0.93356) RejectedfBodyAccJerk-kurtosis()-Zis highly correlated withfBodyAccJerk-skewness()-Z(ρ = 0.93491) RejectedfBodyAccJerk-mad()-Xis highly correlated withfBodyAccJerk-std()-Y(ρ = 0.94422) RejectedfBodyAccJerk-mad()-Yis highly correlated withfBodyAccJerk-mad()-X(ρ = 0.95216) RejectedfBodyAccJerk-mad()-Zis highly correlated withfBodyAccJerk-mad()-X(ρ = 0.90969) RejectedfBodyAccJerk-max()-Xis highly correlated withfBodyAccJerk-mad()-Y(ρ = 0.92337) RejectedfBodyAccJerk-max()-Yis highly correlated withfBodyAccJerk-mad()-Y(ρ = 0.96708) RejectedfBodyAccJerk-max()-Zis highly correlated withfBodyAccJerk-mad()-Z(ρ = 0.96539) RejectedfBodyAccJerk-maxInds-Xhas 189 / 2.6% zeros ZerosfBodyAccJerk-maxInds-Yhas 107 / 1.5% zeros ZerosfBodyAccJerk-maxInds-Zhas 191 / 2.6% zeros ZerosfBodyAccJerk-mean()-Xis highly correlated withfBodyAcc-bandsEnergy()-1,24(ρ = 0.90259) RejectedfBodyAccJerk-mean()-Yis highly correlated withfBodyAccJerk-mean()-X(ρ = 0.9563) RejectedfBodyAccJerk-mean()-Zis highly correlated withfBodyAccJerk-mean()-Y(ρ = 0.90823) RejectedfBodyAccJerk-meanFreq()-Xis highly correlated withtBodyAccJerk-arCoeff()-X,1(ρ = 0.92653) RejectedfBodyAccJerk-meanFreq()-Yis highly correlated withtBodyAccJerk-arCoeff()-Y,1(ρ = 0.90164) RejectedfBodyAccJerk-meanFreq()-Zis highly correlated withtBodyAcc-arCoeff()-Z,1(ρ = 0.90048) RejectedfBodyAccJerk-sma()is highly correlated withfBodyAccJerk-max()-Z(ρ = 0.90458) RejectedfBodyAccJerk-std()-Xis highly correlated withfBodyAccJerk-mean()-Z(ρ = 0.9127) RejectedfBodyAccJerk-std()-Yis highly correlated withfBodyAccJerk-std()-X(ρ = 0.94319) RejectedfBodyAccJerk-std()-Zis highly correlated withfBodyAccJerk-mean()-Z(ρ = 0.98676) RejectedfBodyAccMag-energy()is highly correlated withfBodyAccMag-sma()(ρ = 0.94067) RejectedfBodyAccMag-entropy()is highly correlated withfBodyAccMag-iqr()(ρ = 0.92244) RejectedfBodyAccMag-iqr()is highly correlated withfBodyAccMag-energy()(ρ = 0.91236) RejectedfBodyAccMag-kurtosis()is highly correlated withfBodyAccMag-skewness()(ρ = 0.97928) RejectedfBodyAccMag-mad()is highly correlated withfBodyAccMag-std()(ρ = 0.98918) RejectedfBodyAccMag-max()is highly correlated withfBodyAccMag-mad()(ρ = 0.94375) RejectedfBodyAccMag-mean()is highly correlated withfBodyGyro-entropy()-Z(ρ = 0.91654) RejectedfBodyAccMag-sma()is highly correlated withfBodyAccMag-max()(ρ = 0.92712) RejectedfBodyAccMag-std()is highly correlated withfBodyAccMag-mean()(ρ = 0.97274) RejectedfBodyBodyAccJerkMag-energy()is highly correlated withfBodyBodyAccJerkMag-sma()(ρ = 0.94584) RejectedfBodyBodyAccJerkMag-entropy()is highly correlated withfBodyBodyAccJerkMag-iqr()(ρ = 0.95498) RejectedfBodyBodyAccJerkMag-iqr()is highly correlated withfBodyBodyAccJerkMag-energy()(ρ = 0.92664) RejectedfBodyBodyAccJerkMag-kurtosis()is highly correlated withfBodyBodyAccJerkMag-skewness()(ρ = 0.97308) RejectedfBodyBodyAccJerkMag-mad()is highly correlated withfBodyBodyAccJerkMag-std()(ρ = 0.99089) RejectedfBodyBodyAccJerkMag-max()is highly correlated withfBodyBodyAccJerkMag-mad()(ρ = 0.95518) RejectedfBodyBodyAccJerkMag-mean()is highly correlated withfBodyAccMag-entropy()(ρ = 0.93344) RejectedfBodyBodyAccJerkMag-sma()is highly correlated withfBodyBodyAccJerkMag-max()(ρ = 0.95138) RejectedfBodyBodyAccJerkMag-std()is highly correlated withfBodyBodyAccJerkMag-mean()(ρ = 0.98309) RejectedfBodyBodyGyroJerkMag-energy()is highly correlated withfBodyBodyGyroJerkMag-std()(ρ = 0.90003) RejectedfBodyBodyGyroJerkMag-entropy()is highly correlated withfBodyBodyGyroMag-entropy()(ρ = 0.98222) RejectedfBodyBodyGyroJerkMag-iqr()is highly correlated withfBodyBodyGyroJerkMag-sma()(ρ = 0.9819) RejectedfBodyBodyGyroJerkMag-kurtosis()is highly correlated withfBodyBodyGyroJerkMag-skewness()(ρ = 0.96732) RejectedfBodyBodyGyroJerkMag-mad()is highly correlated withfBodyBodyGyroJerkMag-std()(ρ = 0.9931) RejectedfBodyBodyGyroJerkMag-max()is highly correlated withfBodyBodyGyroJerkMag-mad()(ρ = 0.96324) RejectedfBodyBodyGyroJerkMag-mean()is highly correlated withfBodyBodyGyroMag-iqr()(ρ = 0.917) RejectedfBodyBodyGyroJerkMag-sma()is highly correlated withfBodyBodyGyroJerkMag-max()(ρ = 0.95293) RejectedfBodyBodyGyroJerkMag-std()is highly correlated withfBodyBodyGyroJerkMag-mean()(ρ = 0.98072) RejectedfBodyBodyGyroMag-energy()is highly correlated withfBodyBodyGyroMag-sma()(ρ = 0.90994) RejectedfBodyBodyGyroMag-entropy()is highly correlated withfBodyBodyGyroMag-sma()(ρ = 0.91287) RejectedfBodyBodyGyroMag-iqr()is highly correlated withfBodyBodyGyroMag-sma()(ρ = 0.96673) RejectedfBodyBodyGyroMag-kurtosis()is highly correlated withfBodyBodyGyroMag-skewness()(ρ = 0.97868) RejectedfBodyBodyGyroMag-mad()is highly correlated withfBodyBodyGyroMag-std()(ρ = 0.9882) RejectedfBodyBodyGyroMag-max()is highly correlated withfBodyBodyGyroMag-mad()(ρ = 0.94851) RejectedfBodyBodyGyroMag-mean()is highly correlated withfBodyBodyAccJerkMag-entropy()(ρ = 0.91939) RejectedfBodyBodyGyroMag-sma()is highly correlated withfBodyBodyGyroMag-max()(ρ = 0.90101) RejectedfBodyBodyGyroMag-std()is highly correlated withfBodyBodyGyroMag-mean()(ρ = 0.94102) RejectedfBodyGyro-bandsEnergy()-1,16is highly correlated withfBodyGyro-bandsEnergy()-1,8(ρ = 0.98799) RejectedfBodyGyro-bandsEnergy()-1,16.1is highly correlated withfBodyGyro-bandsEnergy()-1,8.1(ρ = 0.94562) RejectedfBodyGyro-bandsEnergy()-1,16.2is highly correlated withfBodyGyro-bandsEnergy()-1,8.2(ρ = 0.97715) RejectedfBodyGyro-bandsEnergy()-1,24is highly correlated withfBodyGyro-bandsEnergy()-1,16(ρ = 0.99896) RejectedfBodyGyro-bandsEnergy()-1,24.1is highly correlated withfBodyGyro-bandsEnergy()-1,16.1(ρ = 0.96872) RejectedfBodyGyro-bandsEnergy()-1,24.2is highly correlated withfBodyGyro-bandsEnergy()-1,16.2(ρ = 0.9962) RejectedfBodyGyro-bandsEnergy()-1,8is highly correlated withfBodyGyro-energy()-X(ρ = 0.98064) RejectedfBodyGyro-bandsEnergy()-1,8.1is highly correlated withfBodyGyro-max()-Y(ρ = 0.91297) RejectedfBodyGyro-bandsEnergy()-1,8.2is highly correlated withfBodyGyro-energy()-Z(ρ = 0.95638) RejectedfBodyGyro-bandsEnergy()-17,24is highly correlated withtBodyGyroJerk-energy()-X(ρ = 0.91148) RejectedfBodyGyro-bandsEnergy()-17,24.1is highly correlated withtBodyGyroJerk-energy()-Y(ρ = 0.91144) RejectedfBodyGyro-bandsEnergy()-17,24.2is highly correlated withtBodyGyroJerk-energy()-Z(ρ = 0.90554) RejectedfBodyGyro-bandsEnergy()-17,32is highly correlated withfBodyGyro-bandsEnergy()-17,24(ρ = 0.98678) RejectedfBodyGyro-bandsEnergy()-17,32.1is highly correlated withfBodyGyro-bandsEnergy()-17,24.1(ρ = 0.98823) RejectedfBodyGyro-bandsEnergy()-17,32.2is highly correlated withfBodyGyro-bandsEnergy()-17,24.2(ρ = 0.98835) RejectedfBodyGyro-bandsEnergy()-25,48is highly correlated withfBodyGyro-bandsEnergy()-33,48(ρ = 0.94699) RejectedfBodyGyro-bandsEnergy()-25,48.1is highly correlated withfBodyGyro-bandsEnergy()-33,48.1(ρ = 0.91989) RejectedfBodyGyro-bandsEnergy()-25,48.2is highly correlated withfBodyGyro-bandsEnergy()-33,48.2(ρ = 0.93125) RejectedfBodyGyro-bandsEnergy()-33,48is highly correlated withfBodyGyro-bandsEnergy()-41,48(ρ = 0.93341) RejectedfBodyGyro-bandsEnergy()-33,48.1is highly correlated withfBodyGyro-bandsEnergy()-41,48.1(ρ = 0.93828) RejectedfBodyGyro-bandsEnergy()-33,48.2is highly correlated withfBodyGyro-bandsEnergy()-41,48.2(ρ = 0.94507) RejectedfBodyGyro-bandsEnergy()-49,64is highly correlated withfBodyGyro-bandsEnergy()-57,64(ρ = 0.96723) RejectedfBodyGyro-bandsEnergy()-49,64.1is highly correlated withfBodyGyro-bandsEnergy()-49,56.1(ρ = 0.97758) RejectedfBodyGyro-bandsEnergy()-49,64.2is highly correlated withfBodyGyro-bandsEnergy()-57,64.2(ρ = 0.95928) RejectedfBodyGyro-bandsEnergy()-57,64is highly correlated withfBodyGyro-bandsEnergy()-49,56(ρ = 0.90803) RejectedfBodyGyro-bandsEnergy()-9,16is highly correlated withtBodyGyroJerk-energy()-X(ρ = 0.90538) RejectedfBodyGyro-energy()-Xis highly correlated withfBodyGyro-max()-X(ρ = 0.91498) RejectedfBodyGyro-energy()-Yis highly correlated withfBodyGyro-mad()-Y(ρ = 0.91976) RejectedfBodyGyro-energy()-Zis highly correlated withfBodyGyro-max()-Z(ρ = 0.9181) RejectedfBodyGyro-entropy()-Xis highly correlated withfBodyGyro-sma()(ρ = 0.91626) RejectedfBodyGyro-entropy()-Yis highly correlated withfBodyGyro-entropy()-X(ρ = 0.96962) RejectedfBodyGyro-entropy()-Zis highly correlated withfBodyGyro-entropy()-Y(ρ = 0.97183) RejectedfBodyGyro-iqr()-Xis highly correlated withfBodyGyro-sma()(ρ = 0.91764) RejectedfBodyGyro-iqr()-Yis highly correlated withfBodyGyro-sma()(ρ = 0.93242) RejectedfBodyGyro-iqr()-Zis highly correlated withfBodyGyro-sma()(ρ = 0.93357) RejectedfBodyGyro-kurtosis()-Xis highly correlated withfBodyGyro-skewness()-X(ρ = 0.98053) RejectedfBodyGyro-kurtosis()-Yis highly correlated withfBodyGyro-skewness()-Y(ρ = 0.98194) RejectedfBodyGyro-kurtosis()-Zis highly correlated withfBodyGyro-skewness()-Z(ρ = 0.98251) RejectedfBodyGyro-mad()-Xis highly correlated withfBodyGyro-std()-X(ρ = 0.98323) RejectedfBodyGyro-mad()-Yis highly correlated withfBodyGyro-std()-Y(ρ = 0.97401) RejectedfBodyGyro-mad()-Zis highly correlated withfBodyGyro-mad()-Y(ρ = 0.90651) RejectedfBodyGyro-max()-Xis highly correlated withfBodyGyro-mad()-X(ρ = 0.93855) RejectedfBodyGyro-max()-Yis highly correlated withfBodyGyro-std()-Y(ρ = 0.96577) RejectedfBodyGyro-max()-Zis highly correlated withfBodyGyro-mad()-Z(ρ = 0.90799) RejectedfBodyGyro-mean()-Xis highly correlated withfBodyAccJerk-entropy()-Z(ρ = 0.91544) RejectedfBodyGyro-mean()-Yis highly correlated withfBodyAccJerk-entropy()-Z(ρ = 0.91324) RejectedfBodyGyro-mean()-Zis highly correlated withfBodyGyro-mean()-Y(ρ = 0.91413) RejectedfBodyGyro-sma()is highly correlated withfBodyGyro-mad()-Z(ρ = 0.95568) RejectedfBodyGyro-std()-Xis highly correlated withfBodyGyro-mean()-X(ρ = 0.96249) RejectedfBodyGyro-std()-Yis highly correlated withfBodyGyro-mean()-Y(ρ = 0.94427) RejectedfBodyGyro-std()-Zis highly correlated withfBodyGyro-mean()-Z(ρ = 0.95294) RejectedtBodyAcc-energy()-Xis highly correlated withtBodyAcc-max()-X(ρ = 0.91134) RejectedtBodyAcc-energy()-Yis highly correlated withtBodyAcc-mad()-Y(ρ = 0.92071) RejectedtBodyAcc-energy()-Zis highly correlated withtBodyAcc-mad()-Z(ρ = 0.91967) RejectedtBodyAcc-iqr()-Xis highly correlated withtBodyAcc-energy()-X(ρ = 0.94626) RejectedtBodyAcc-iqr()-Yis highly correlated withtBodyAcc-energy()-Y(ρ = 0.90133) RejectedtBodyAcc-iqr()-Zis highly correlated withtBodyAcc-sma()(ρ = 0.90899) RejectedtBodyAcc-mad()-Xis highly correlated withtBodyAcc-std()-Y(ρ = 0.9228) RejectedtBodyAcc-mad()-Yis highly correlated withtBodyAcc-mad()-X(ρ = 0.91611) RejectedtBodyAcc-mad()-Zis highly correlated withtBodyAcc-std()-Z(ρ = 0.99742) RejectedtBodyAcc-max()-Xis highly correlated withtBodyAcc-mad()-Y(ρ = 0.91041) RejectedtBodyAcc-max()-Yis highly correlated withtBodyAcc-mad()-Y(ρ = 0.94955) RejectedtBodyAcc-max()-Zis highly correlated withtBodyAcc-mad()-Z(ρ = 0.93194) RejectedtBodyAcc-min()-Yis highly correlated withtBodyAcc-min()-X(ρ = 0.91073) RejectedtBodyAcc-sma()is highly correlated withtBodyAcc-max()-Z(ρ = 0.90537) RejectedtBodyAcc-std()-Yis highly correlated withtBodyAcc-std()-X(ρ = 0.92746) RejectedtBodyAccJerk-arCoeff()-X,1is highly correlated withtBodyAcc-arCoeff()-X,1(ρ = 0.95971) RejectedtBodyAccJerk-arCoeff()-Y,1is highly correlated withtBodyAcc-arCoeff()-Y,1(ρ = 0.95275) RejectedtBodyAccJerk-arCoeff()-Z,1is highly correlated withtBodyAcc-arCoeff()-Z,1(ρ = 0.95474) RejectedtBodyAccJerk-energy()-Xis highly correlated withtBodyAccJerk-sma()(ρ = 0.91828) RejectedtBodyAccJerk-energy()-Yis highly correlated withtBodyAccJerk-sma()(ρ = 0.92323) RejectedtBodyAccJerk-energy()-Zis highly correlated withtBodyAccJerk-max()-Z(ρ = 0.90121) RejectedtBodyAccJerk-entropy()-Xis highly correlated withtBodyAccJerk-iqr()-Y(ρ = 0.91558) RejectedtBodyAccJerk-entropy()-Yis highly correlated withtBodyAccJerk-entropy()-X(ρ = 0.98096) RejectedtBodyAccJerk-entropy()-Zis highly correlated withtBodyAccJerk-entropy()-Y(ρ = 0.97157) RejectedtBodyAccJerk-iqr()-Xis highly correlated withtBodyAccJerk-energy()-X(ρ = 0.92329) RejectedtBodyAccJerk-iqr()-Yis highly correlated withtBodyAccJerk-iqr()-X(ρ = 0.93649) RejectedtBodyAccJerk-iqr()-Zis highly correlated withtBodyAccJerk-iqr()-X(ρ = 0.90161) RejectedtBodyAccJerk-mad()-Xis highly correlated withtBodyAccJerk-std()-Z(ρ = 0.91232) RejectedtBodyAccJerk-mad()-Yis highly correlated withtBodyAccJerk-mad()-X(ρ = 0.95687) RejectedtBodyAccJerk-mad()-Zis highly correlated withtBodyAccJerk-mad()-Y(ρ = 0.90415) RejectedtBodyAccJerk-max()-Xis highly correlated withtBodyAccJerk-mad()-X(ρ = 0.95443) RejectedtBodyAccJerk-max()-Yis highly correlated withtBodyAccJerk-mad()-Y(ρ = 0.95) RejectedtBodyAccJerk-max()-Zis highly correlated withtBodyAccJerk-mad()-Z(ρ = 0.94341) RejectedtBodyAccJerk-min()-Xis highly correlated withtBodyAcc-min()-X(ρ = 0.92231) RejectedtBodyAccJerk-min()-Yis highly correlated withtBodyAcc-min()-Y(ρ = 0.94357) RejectedtBodyAccJerk-min()-Zis highly correlated withtBodyAcc-min()-Z(ρ = 0.91259) RejectedtBodyAccJerk-sma()is highly correlated withtBodyAccJerk-max()-Z(ρ = 0.9032) RejectedtBodyAccJerk-std()-Xis highly correlated withtBodyAcc-iqr()-X(ρ = 0.95011) RejectedtBodyAccJerk-std()-Yis highly correlated withtBodyAccJerk-std()-X(ρ = 0.95359) RejectedtBodyAccJerk-std()-Zis highly correlated withtBodyAccJerk-std()-Y(ρ = 0.90082) RejectedtBodyAccJerkMag-energy()is highly correlated withtBodyAccJerkMag-sma()(ρ = 0.94943) RejectedtBodyAccJerkMag-entropy()is highly correlated withtBodyAccJerkMag-iqr()(ρ = 0.92519) RejectedtBodyAccJerkMag-iqr()is highly correlated withtBodyAccJerkMag-energy()(ρ = 0.94691) RejectedtBodyAccJerkMag-mad()is highly correlated withtBodyAccJerkMag-std()(ρ = 0.9983) RejectedtBodyAccJerkMag-max()is highly correlated withtBodyAccJerkMag-mad()(ρ = 0.98174) RejectedtBodyAccJerkMag-mean()is highly correlated withtGravityAccMag-iqr()(ρ = 0.91483) RejectedtBodyAccJerkMag-sma()is highly correlated withtBodyAccJerkMag-max()(ρ = 0.97407) RejectedtBodyAccJerkMag-std()is highly correlated withtBodyAccJerkMag-mean()(ρ = 0.98561) RejectedtBodyAccMag-energy()is highly correlated withtBodyAccMag-sma()(ρ = 0.95918) RejectedtBodyAccMag-entropy()is highly correlated withtBodyAccMag-sma()(ρ = 0.92397) RejectedtBodyAccMag-iqr()is highly correlated withtBodyAccMag-energy()(ρ = 0.94108) RejectedtBodyAccMag-mad()is highly correlated withtBodyAccMag-std()(ρ = 0.9975) RejectedtBodyAccMag-max()is highly correlated withtBodyAccMag-mad()(ρ = 0.97634) RejectedtBodyAccMag-mean()is highly correlated withtBodyGyroJerk-entropy()-Z(ρ = 0.93395) RejectedtBodyAccMag-sma()is highly correlated withtBodyAccMag-max()(ρ = 0.97331) RejectedtBodyAccMag-std()is highly correlated withtBodyAccMag-mean()(ρ = 0.96971) RejectedtBodyGyro-energy()-Xis highly correlated withtBodyGyro-mad()-X(ρ = 0.90553) RejectedtBodyGyro-energy()-Yis highly correlated withtBodyGyro-max()-Y(ρ = 0.91392) RejectedtBodyGyro-energy()-Zis highly correlated withtBodyGyro-mad()-Z(ρ = 0.91656) RejectedtBodyGyro-iqr()-Xis highly correlated withtBodyGyro-sma()(ρ = 0.90577) RejectedtBodyGyro-iqr()-Yis highly correlated withtBodyGyro-sma()(ρ = 0.93557) RejectedtBodyGyro-iqr()-Zis highly correlated withtBodyGyro-energy()-Z(ρ = 0.91764) RejectedtBodyGyro-mad()-Xis highly correlated withtBodyGyro-std()-X(ρ = 0.99778) RejectedtBodyGyro-mad()-Yis highly correlated withtBodyGyro-std()-Y(ρ = 0.99737) RejectedtBodyGyro-mad()-Zis highly correlated withtBodyGyro-std()-Z(ρ = 0.99752) RejectedtBodyGyro-max()-Xis highly correlated withtBodyGyro-std()-X(ρ = 0.9067) RejectedtBodyGyro-max()-Yis highly correlated withtBodyGyro-mad()-Y(ρ = 0.93905) RejectedtBodyGyro-max()-Zis highly correlated withtBodyGyro-mad()-Z(ρ = 0.9128) RejectedtBodyGyro-sma()is highly correlated withtBodyGyro-max()-Z(ρ = 0.90498) RejectedtBodyGyro-std()-Xis highly correlated withtBodyAccJerk-sma()(ρ = 0.90032) RejectedtBodyGyro-std()-Yis highly correlated withtBodyAcc-max()-Z(ρ = 0.90529) RejectedtBodyGyro-std()-Zis highly correlated withtBodyAccJerk-entropy()-Z(ρ = 0.91062) RejectedtBodyGyroJerk-arCoeff()-X,1is highly correlated withtBodyGyro-arCoeff()-X,1(ρ = 0.96771) RejectedtBodyGyroJerk-arCoeff()-Y,1is highly correlated withtBodyGyro-arCoeff()-Y,1(ρ = 0.95339) RejectedtBodyGyroJerk-arCoeff()-Z,1is highly correlated withtBodyGyro-arCoeff()-Z,1(ρ = 0.97056) RejectedtBodyGyroJerk-energy()-Xis highly correlated withtBodyGyroJerk-mad()-X(ρ = 0.91662) RejectedtBodyGyroJerk-energy()-Zis highly correlated withtBodyGyroJerk-mad()-Z(ρ = 0.90419) RejectedtBodyGyroJerk-entropy()-Xis highly correlated withtBodyAccJerk-entropy()-Z(ρ = 0.949) RejectedtBodyGyroJerk-entropy()-Yis highly correlated withtBodyGyroJerk-entropy()-X(ρ = 0.95878) RejectedtBodyGyroJerk-entropy()-Zis highly correlated withtBodyGyroJerk-entropy()-Y(ρ = 0.95559) RejectedtBodyGyroJerk-iqr()-Xis highly correlated withtBodyGyroJerk-sma()(ρ = 0.93891) RejectedtBodyGyroJerk-iqr()-Yis highly correlated withtBodyGyroJerk-sma()(ρ = 0.96398) RejectedtBodyGyroJerk-iqr()-Zis highly correlated withtBodyGyroJerk-iqr()-X(ρ = 0.91644) RejectedtBodyGyroJerk-mad()-Xis highly correlated withtBodyGyroJerk-std()-Z(ρ = 0.92407) RejectedtBodyGyroJerk-mad()-Yis highly correlated withtBodyGyroJerk-std()-Y(ρ = 0.99698) RejectedtBodyGyroJerk-mad()-Zis highly correlated withtBodyGyroJerk-mad()-X(ρ = 0.92879) RejectedtBodyGyroJerk-max()-Xis highly correlated withtBodyGyroJerk-mad()-Z(ρ = 0.90283) RejectedtBodyGyroJerk-max()-Yis highly correlated withtBodyGyroJerk-mad()-Y(ρ = 0.95576) RejectedtBodyGyroJerk-max()-Zis highly correlated withtBodyGyroJerk-mad()-Z(ρ = 0.96209) RejectedtBodyGyroJerk-min()-Yis highly correlated withtBodyGyro-min()-Y(ρ = 0.90514) RejectedtBodyGyroJerk-sma()is highly correlated withtBodyGyroJerk-max()-Z(ρ = 0.91723) RejectedtBodyGyroJerk-std()-Xis highly correlated withtBodyGyro-mad()-X(ρ = 0.90345) RejectedtBodyGyroJerk-std()-Yis highly correlated withtBodyGyro-max()-Y(ρ = 0.92889) RejectedtBodyGyroJerk-std()-Zis highly correlated withtBodyGyroJerk-std()-X(ρ = 0.92367) RejectedtBodyGyroJerkMag-energy()is highly correlated withtBodyGyroJerkMag-max()(ρ = 0.9139) RejectedtBodyGyroJerkMag-entropy()is highly correlated withtBodyGyroMag-sma()(ρ = 0.90115) RejectedtBodyGyroJerkMag-iqr()is highly correlated withtBodyGyroJerkMag-sma()(ρ = 0.98525) RejectedtBodyGyroJerkMag-mad()is highly correlated withtBodyGyroJerkMag-std()(ρ = 0.99679) RejectedtBodyGyroJerkMag-max()is highly correlated withtBodyGyroJerkMag-mad()(ρ = 0.97828) RejectedtBodyGyroJerkMag-mean()is highly correlated withtBodyGyroMag-sma()(ρ = 0.91651) RejectedtBodyGyroJerkMag-sma()is highly correlated withtBodyGyroJerkMag-max()(ρ = 0.95486) RejectedtBodyGyroJerkMag-std()is highly correlated withtBodyGyroJerkMag-mean()(ρ = 0.97296) RejectedtBodyGyroMag-energy()is highly correlated withtBodyGyroMag-sma()(ρ = 0.94339) RejectedtBodyGyroMag-iqr()is highly correlated withtBodyGyroMag-energy()(ρ = 0.92898) RejectedtBodyGyroMag-mad()is highly correlated withtBodyGyroMag-std()(ρ = 0.99681) RejectedtBodyGyroMag-max()is highly correlated withtBodyGyroMag-mad()(ρ = 0.97415) RejectedtBodyGyroMag-mean()is highly correlated withtBodyAccJerkMag-entropy()(ρ = 0.93803) RejectedtBodyGyroMag-sma()is highly correlated withtBodyGyroMag-max()(ρ = 0.95953) RejectedtBodyGyroMag-std()is highly correlated withtBodyGyroMag-mean()(ρ = 0.9639) RejectedtGravityAcc-arCoeff()-X,3is highly correlated withtGravityAcc-arCoeff()-X,1(ρ = 0.95843) RejectedtGravityAcc-arCoeff()-X,4is highly correlated withtGravityAcc-arCoeff()-X,2(ρ = 0.95864) RejectedtGravityAcc-arCoeff()-Y,3is highly correlated withtGravityAcc-arCoeff()-Y,1(ρ = 0.96359) RejectedtGravityAcc-arCoeff()-Y,4is highly correlated withtGravityAcc-arCoeff()-Y,2(ρ = 0.95581) RejectedtGravityAcc-arCoeff()-Z,3is highly correlated withtGravityAcc-arCoeff()-Z,1(ρ = 0.98004) RejectedtGravityAcc-arCoeff()-Z,4is highly correlated withtGravityAcc-arCoeff()-Z,2(ρ = 0.97795) RejectedtGravityAcc-energy()-Xis highly correlated withtGravityAcc-min()-X(ρ = 0.98126) RejectedtGravityAcc-iqr()-Xis highly correlated withtGravityAcc-mad()-X(ρ = 0.98379) RejectedtGravityAcc-iqr()-Yis highly correlated withtGravityAcc-mad()-Y(ρ = 0.98858) RejectedtGravityAcc-iqr()-Zis highly correlated withtGravityAcc-mad()-Z(ρ = 0.98817) RejectedtGravityAcc-mad()-Xis highly correlated withtGravityAcc-std()-X(ρ = 0.99833) RejectedtGravityAcc-mad()-Yis highly correlated withtGravityAcc-std()-Y(ρ = 0.99874) RejectedtGravityAcc-mad()-Zis highly correlated withtGravityAcc-std()-Z(ρ = 0.99862) RejectedtGravityAcc-max()-Xis highly correlated withtGravityAcc-mean()-X(ρ = 0.99765) RejectedtGravityAcc-max()-Yis highly correlated withtGravityAcc-mean()-Y(ρ = 0.99737) RejectedtGravityAcc-max()-Zis highly correlated withtGravityAcc-mean()-Z(ρ = 0.99742) RejectedtGravityAcc-min()-Xis highly correlated withtGravityAcc-max()-X(ρ = 0.99437) RejectedtGravityAcc-min()-Yis highly correlated withtGravityAcc-max()-Y(ρ = 0.98912) RejectedtGravityAcc-min()-Zis highly correlated withtGravityAcc-max()-Z(ρ = 0.98941) RejectedtGravityAccMag-arCoeff()1is highly correlated withtBodyAccMag-arCoeff()1(ρ = 1) RejectedtGravityAccMag-arCoeff()2is highly correlated withtBodyAccMag-arCoeff()2(ρ = 1) RejectedtGravityAccMag-arCoeff()3is highly correlated withtBodyAccMag-arCoeff()3(ρ = 1) RejectedtGravityAccMag-arCoeff()4is highly correlated withtBodyAccMag-arCoeff()4(ρ = 1) RejectedtGravityAccMag-energy()is highly correlated withtGravityAccMag-sma()(ρ = 0.95918) RejectedtGravityAccMag-entropy()is highly correlated withtGravityAccMag-sma()(ρ = 0.92397) RejectedtGravityAccMag-iqr()is highly correlated withtGravityAccMag-energy()(ρ = 0.94108) RejectedtGravityAccMag-mad()is highly correlated withtGravityAccMag-std()(ρ = 0.9975) RejectedtGravityAccMag-max()is highly correlated withtGravityAccMag-mad()(ρ = 0.97634) RejectedtGravityAccMag-mean()is highly correlated withtBodyAccMag-entropy()(ρ = 0.92397) RejectedtGravityAccMag-min()is highly correlated withtBodyAccMag-min()(ρ = 1) RejectedtGravityAccMag-sma()is highly correlated withtGravityAccMag-max()(ρ = 0.97331) RejectedtGravityAccMag-std()is highly correlated withtGravityAccMag-mean()(ρ = 0.96971) Rejected
Variables
Activity
Categorical
| Distinct count | 6 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| LAYING | |
|---|---|
| STANDING | |
| SITTING | |
| Other values (3) |
| Value | Count | Frequency (%) | |
| LAYING | 1407 | 19.1% | |
| STANDING | 1374 | 18.7% | |
| SITTING | 1286 | 17.5% | |
| WALKING | 1226 | 16.7% | |
| WALKING_UPSTAIRS | 1073 | 14.6% | |
| WALKING_DOWNSTAIRS | 986 | 13.4% |
angle(X,gravityMean)
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.48955 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.907 |
| Q1 | -0.81207 |
| Median | -0.70942 |
| Q3 | -0.50908 |
| 95-th percentile | 0.606 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.30299 |
Descriptive statistics
| Standard deviation | 0.51181 |
|---|---|
| Coef of variation | -1.0455 |
| Kurtosis | 0.3545 |
| Mean | -0.48955 |
| MAD | 0.39948 |
| Skewness | 1.4 |
| Sum | -3599.2 |
| Variance | 0.26195 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.85406414 | 1 | 0.0% | |
| -0.91262452 | 1 | 0.0% | |
| 0.2830905 | 1 | 0.0% | |
| -0.69305193 | 1 | 0.0% | |
| -0.7330239 | 1 | 0.0% | |
| 0.3365758 | 1 | 0.0% | |
| -0.79106801 | 1 | 0.0% | |
| -0.66251817 | 1 | 0.0% | |
| 0.70608189 | 1 | 0.0% | |
| 0.51825246 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.99937957 | 1 | 0.0% | |
| -0.99890919 | 1 | 0.0% | |
| -0.99877622 | 1 | 0.0% | |
| -0.99739439 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.93299741 | 1 | 0.0% | |
| 0.93393602 | 1 | 0.0% | |
| 0.93536477 | 1 | 0.0% | |
| 0.97734408 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
angle(Y,gravityMean)
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.058593 |
|---|---|
| Minimum | -1 |
| Maximum | 0.47816 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.6141 |
| Q1 | -0.017885 |
| Median | 0.18207 |
| Q3 | 0.24835 |
| 95-th percentile | 0.33239 |
| Maximum | 0.47816 |
| Range | 1.4782 |
| Interquartile range | 0.26624 |
Descriptive statistics
| Standard deviation | 0.29748 |
|---|---|
| Coef of variation | 5.0771 |
| Kurtosis | 1.3637 |
| Mean | 0.058593 |
| MAD | 0.22931 |
| Skewness | -1.5015 |
| Sum | 430.78 |
| Variance | 0.088494 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.35448434 | 1 | 0.0% | |
| 0.17091591 | 1 | 0.0% | |
| -0.5316021 | 1 | 0.0% | |
| 0.13844608 | 1 | 0.0% | |
| 0.31962877 | 1 | 0.0% | |
| 0.32448905 | 1 | 0.0% | |
| 0.34831721 | 1 | 0.0% | |
| 0.23983729 | 1 | 0.0% | |
| 0.22254143 | 1 | 0.0% | |
| 0.018601993 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.99590828 | 1 | 0.0% | |
| -0.99507289 | 1 | 0.0% | |
| -0.99275712 | 1 | 0.0% | |
| -0.99179466 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.43417596 | 1 | 0.0% | |
| 0.43511285 | 1 | 0.0% | |
| 0.43753647 | 1 | 0.0% | |
| 0.44558156 | 1 | 0.0% | |
| 0.47815733 | 1 | 0.0% |
angle(Z,gravityMean)
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.056515 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.68008 |
| Q1 | -0.14341 |
| Median | 0.0031812 |
| Q3 | 0.10766 |
| 95-th percentile | 0.29156 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.25107 |
Descriptive statistics
| Standard deviation | 0.27912 |
|---|---|
| Coef of variation | -4.9389 |
| Kurtosis | 1.3578 |
| Mean | -0.056515 |
| MAD | 0.2028 |
| Skewness | -0.8699 |
| Sum | -415.5 |
| Variance | 0.077909 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.31837894 | 1 | 0.0% | |
| 0.022783898 | 1 | 0.0% | |
| 0.14787139 | 1 | 0.0% | |
| -0.87847647 | 1 | 0.0% | |
| -0.33171258 | 1 | 0.0% | |
| -0.10386223 | 1 | 0.0% | |
| -0.052702075 | 1 | 0.0% | |
| -0.059575233 | 1 | 0.0% | |
| -0.2164343 | 1 | 0.0% | |
| -0.52696355 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.98014271 | 1 | 0.0% | |
| -0.97914858 | 1 | 0.0% | |
| -0.97723061 | 1 | 0.0% | |
| -0.97719373 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.99710381 | 1 | 0.0% | |
| 0.99837347 | 1 | 0.0% | |
| 0.99901418 | 1 | 0.0% | |
| 0.99977594 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
angle(tBodyAccJerkMean),gravityMean)
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.0021861 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.78141 |
| Q1 | -0.28955 |
| Median | 0.008943 |
| Q3 | 0.29286 |
| 95-th percentile | 0.77266 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.58241 |
Descriptive statistics
| Standard deviation | 0.44831 |
|---|---|
| Coef of variation | 205.07 |
| Kurtosis | -0.54718 |
| Mean | 0.0021861 |
| MAD | 0.35653 |
| Skewness | -0.019987 |
| Sum | 16.072 |
| Variance | 0.20098 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.57220176 | 1 | 0.0% | |
| -0.61870504 | 1 | 0.0% | |
| 0.047987023 | 1 | 0.0% | |
| 0.83470633 | 1 | 0.0% | |
| 0.88892135 | 1 | 0.0% | |
| 0.16578288 | 1 | 0.0% | |
| -0.24434163 | 1 | 0.0% | |
| 0.24777374 | 1 | 0.0% | |
| 0.31024096 | 1 | 0.0% | |
| -0.94776329 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.99665908 | 1 | 0.0% | |
| -0.99049226 | 1 | 0.0% | |
| -0.98650303 | 1 | 0.0% | |
| -0.98442851 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.99189925 | 1 | 0.0% | |
| 0.99652504 | 1 | 0.0% | |
| 0.99768753 | 1 | 0.0% | |
| 0.99842548 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
angle(tBodyAccMean,gravity)
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.0086837 |
|---|---|
| Minimum | -0.97658 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -0.97658 |
|---|---|
| 5-th percentile | -0.63121 |
| Q1 | -0.12153 |
| Median | 0.0095091 |
| Q3 | 0.15087 |
| 95-th percentile | 0.63564 |
| Maximum | 1 |
| Range | 1.9766 |
| Interquartile range | 0.27239 |
Descriptive statistics
| Standard deviation | 0.33679 |
|---|---|
| Coef of variation | 38.784 |
| Kurtosis | 0.75651 |
| Mean | 0.0086837 |
| MAD | 0.23488 |
| Skewness | -0.081813 |
| Sum | 63.842 |
| Variance | 0.11343 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.19774493 | 1 | 0.0% | |
| -0.55542341 | 1 | 0.0% | |
| 0.08480516 | 1 | 0.0% | |
| 0.026460421 | 1 | 0.0% | |
| 0.07792187 | 1 | 0.0% | |
| 0.010097718 | 1 | 0.0% | |
| -0.56199782 | 1 | 0.0% | |
| -0.63187232 | 1 | 0.0% | |
| 0.10467021 | 1 | 0.0% | |
| 0.049621886 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.97658002 | 1 | 0.0% | |
| -0.97574463 | 1 | 0.0% | |
| -0.96756479 | 1 | 0.0% | |
| -0.96282879 | 1 | 0.0% | |
| -0.96094302 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.95741109 | 1 | 0.0% | |
| 0.9597002 | 1 | 0.0% | |
| 0.96039072 | 1 | 0.0% | |
| 0.98088875 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
angle(tBodyGyroJerkMean,gravityMean)
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.0059809 |
|---|---|
| Minimum | -1 |
| Maximum | 0.99608 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.78905 |
| Q1 | -0.37634 |
| Median | -0.00036793 |
| Q3 | 0.35937 |
| 95-th percentile | 0.78479 |
| Maximum | 0.99608 |
| Range | 1.9961 |
| Interquartile range | 0.73571 |
Descriptive statistics
| Standard deviation | 0.47798 |
|---|---|
| Coef of variation | -79.916 |
| Kurtosis | -0.87731 |
| Mean | -0.0059809 |
| MAD | 0.39939 |
| Skewness | 0.0014978 |
| Sum | -43.972 |
| Variance | 0.22846 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.57620649 | 1 | 0.0% | |
| 0.42345685 | 1 | 0.0% | |
| -0.85821239 | 1 | 0.0% | |
| 0.45497525 | 1 | 0.0% | |
| 0.10469273 | 1 | 0.0% | |
| 0.17531522 | 1 | 0.0% | |
| -0.73301311 | 1 | 0.0% | |
| 0.10798943 | 1 | 0.0% | |
| -0.79553994 | 1 | 0.0% | |
| 0.48021207 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.9951003 | 1 | 0.0% | |
| -0.9948768 | 1 | 0.0% | |
| -0.99342056 | 1 | 0.0% | |
| -0.9865725 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.97221245 | 1 | 0.0% | |
| 0.97952161 | 1 | 0.0% | |
| 0.98203517 | 1 | 0.0% | |
| 0.99128828 | 1 | 0.0% | |
| 0.99607819 | 1 | 0.0% |
angle(tBodyGyroMean,gravityMean)
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.0087259 |
|---|---|
| Minimum | -1 |
| Maximum | 0.9987 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.93857 |
| Q1 | -0.48227 |
| Median | 0.0087348 |
| Q3 | 0.50619 |
| 95-th percentile | 0.94332 |
| Maximum | 0.9987 |
| Range | 1.9987 |
| Interquartile range | 0.98846 |
Descriptive statistics
| Standard deviation | 0.6083 |
|---|---|
| Coef of variation | 69.713 |
| Kurtosis | -1.1564 |
| Mean | 0.0087259 |
| MAD | 0.51664 |
| Skewness | -0.017955 |
| Sum | 64.153 |
| Variance | 0.37003 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.015873919 | 1 | 0.0% | |
| -0.90487149 | 1 | 0.0% | |
| 0.15663665 | 1 | 0.0% | |
| -0.86224001 | 1 | 0.0% | |
| 0.77645859 | 1 | 0.0% | |
| 0.08719906 | 1 | 0.0% | |
| -0.81623475 | 1 | 0.0% | |
| -0.96103388 | 1 | 0.0% | |
| 0.51852884 | 1 | 0.0% | |
| -0.94151209 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.99979012 | 1 | 0.0% | |
| -0.99921768 | 1 | 0.0% | |
| -0.99709106 | 1 | 0.0% | |
| -0.99612143 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.99447643 | 1 | 0.0% | |
| 0.99451872 | 1 | 0.0% | |
| 0.99576916 | 1 | 0.0% | |
| 0.99834087 | 1 | 0.0% | |
| 0.99870219 | 1 | 0.0% |
fBodyAcc-bandsEnergy()-1,16
Highly correlated
This variable is highly correlated with fBodyAcc-bandsEnergy()-1,8 and should be ignored for analysis
| Correlation | 0.99353 |
|---|
fBodyAcc-bandsEnergy()-1,16.1
Highly correlated
This variable is highly correlated with fBodyAcc-bandsEnergy()-1,8.1 and should be ignored for analysis
| Correlation | 0.95106 |
|---|
fBodyAcc-bandsEnergy()-1,16.2
Highly correlated
This variable is highly correlated with fBodyAcc-bandsEnergy()-1,8.2 and should be ignored for analysis
| Correlation | 0.97889 |
|---|
fBodyAcc-bandsEnergy()-1,24
Highly correlated
This variable is highly correlated with fBodyAcc-bandsEnergy()-1,16 and should be ignored for analysis
| Correlation | 0.99897 |
|---|
fBodyAcc-bandsEnergy()-1,24.1
Highly correlated
This variable is highly correlated with fBodyAcc-bandsEnergy()-1,16.1 and should be ignored for analysis
| Correlation | 0.99612 |
|---|
fBodyAcc-bandsEnergy()-1,24.2
Highly correlated
This variable is highly correlated with fBodyAcc-bandsEnergy()-1,16.2 and should be ignored for analysis
| Correlation | 0.99342 |
|---|
fBodyAcc-bandsEnergy()-1,8
Highly correlated
This variable is highly correlated with fBodyAcc-energy()-X and should be ignored for analysis
| Correlation | 0.98967 |
|---|
fBodyAcc-bandsEnergy()-1,8.1
Highly correlated
This variable is highly correlated with fBodyAcc-energy()-Y and should be ignored for analysis
| Correlation | 0.93577 |
|---|
fBodyAcc-bandsEnergy()-1,8.2
Highly correlated
This variable is highly correlated with fBodyAcc-energy()-Z and should be ignored for analysis
| Correlation | 0.94749 |
|---|
fBodyAcc-bandsEnergy()-17,24
Numeric
| Distinct count | 7134 |
|---|---|
| Unique (%) | 97.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.85844 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.99997 |
| Q1 | -0.99991 |
| Median | -0.99863 |
| Q3 | -0.7833 |
| 95-th percentile | -0.38135 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.21661 |
Descriptive statistics
| Standard deviation | 0.22866 |
|---|---|
| Coef of variation | -0.26637 |
| Kurtosis | 7.1115 |
| Mean | -0.85844 |
| MAD | 0.16776 |
| Skewness | 2.3185 |
| Sum | -6311.3 |
| Variance | 0.052285 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.99995853 | 3 | 0.0% | |
| -0.99997355 | 3 | 0.0% | |
| -0.99994346 | 3 | 0.0% | |
| -0.99985159 | 3 | 0.0% | |
| -0.99992432 | 3 | 0.0% | |
| -0.99994309 | 3 | 0.0% | |
| -0.99992474 | 3 | 0.0% | |
| -0.99989763 | 3 | 0.0% | |
| -0.9999069 | 2 | 0.0% | |
| -0.99995253 | 2 | 0.0% | |
| Other values (7124) | 7324 | 99.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.99999995 | 1 | 0.0% | |
| -0.99999873 | 1 | 0.0% | |
| -0.99999733 | 1 | 0.0% | |
| -0.99999716 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.69088583 | 1 | 0.0% | |
| 0.74192731 | 1 | 0.0% | |
| 0.8043081 | 1 | 0.0% | |
| 0.99976549 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
fBodyAcc-bandsEnergy()-17,24.1
Highly correlated
This variable is highly correlated with tBodyAccJerk-energy()-Y and should be ignored for analysis
| Correlation | 0.91002 |
|---|
fBodyAcc-bandsEnergy()-17,24.2
Highly correlated
This variable is highly correlated with tBodyAccJerk-energy()-Z and should be ignored for analysis
| Correlation | 0.92674 |
|---|
fBodyAcc-bandsEnergy()-17,32
Highly correlated
This variable is highly correlated with fBodyAcc-bandsEnergy()-17,24 and should be ignored for analysis
| Correlation | 0.99035 |
|---|
fBodyAcc-bandsEnergy()-17,32.1
Highly correlated
This variable is highly correlated with fBodyAcc-bandsEnergy()-17,24.1 and should be ignored for analysis
| Correlation | 0.99284 |
|---|
fBodyAcc-bandsEnergy()-17,32.2
Highly correlated
This variable is highly correlated with fBodyAcc-bandsEnergy()-17,24.2 and should be ignored for analysis
| Correlation | 0.98729 |
|---|
fBodyAcc-bandsEnergy()-25,32
Numeric
| Distinct count | 7181 |
|---|---|
| Unique (%) | 97.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.89635 |
|---|---|
| Minimum | -0.99999 |
| Maximum | 0.88145 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -0.99999 |
|---|---|
| 5-th percentile | -0.99995 |
| Q1 | -0.99987 |
| Median | -0.99859 |
| Q3 | -0.85867 |
| 95-th percentile | -0.52622 |
| Maximum | 0.88145 |
| Range | 1.8814 |
| Interquartile range | 0.1412 |
Descriptive statistics
| Standard deviation | 0.18074 |
|---|---|
| Coef of variation | -0.20165 |
| Kurtosis | 11.017 |
| Mean | -0.89635 |
| MAD | 0.12464 |
| Skewness | 2.811 |
| Sum | -6590 |
| Variance | 0.032669 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.99991594 | 4 | 0.1% | |
| -0.99991553 | 3 | 0.0% | |
| -0.99994804 | 3 | 0.0% | |
| -0.99994701 | 3 | 0.0% | |
| -0.99994021 | 3 | 0.0% | |
| -0.9999514 | 3 | 0.0% | |
| -0.99991185 | 3 | 0.0% | |
| -0.99990152 | 3 | 0.0% | |
| -0.99995895 | 3 | 0.0% | |
| -0.99996073 | 3 | 0.0% | |
| Other values (7171) | 7321 | 99.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.99999405 | 1 | 0.0% | |
| -0.99999355 | 1 | 0.0% | |
| -0.99999283 | 1 | 0.0% | |
| -0.99999223 | 1 | 0.0% | |
| -0.99999102 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.48741673 | 1 | 0.0% | |
| 0.52593436 | 1 | 0.0% | |
| 0.68284825 | 1 | 0.0% | |
| 0.72489322 | 1 | 0.0% | |
| 0.88145236 | 1 | 0.0% |
fBodyAcc-bandsEnergy()-25,32.1
Numeric
| Distinct count | 7251 |
|---|---|
| Unique (%) | 98.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.90642 |
|---|---|
| Minimum | -1 |
| Maximum | 0.95807 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.99991 |
| Q1 | -0.99977 |
| Median | -0.99743 |
| Q3 | -0.8651 |
| 95-th percentile | -0.59886 |
| Maximum | 0.95807 |
| Range | 1.9581 |
| Interquartile range | 0.13467 |
Descriptive statistics
| Standard deviation | 0.15639 |
|---|---|
| Coef of variation | -0.17253 |
| Kurtosis | 13.113 |
| Mean | -0.90642 |
| MAD | 0.10982 |
| Skewness | 2.8567 |
| Sum | -6664 |
| Variance | 0.024456 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.99980683 | 3 | 0.0% | |
| -0.99985731 | 3 | 0.0% | |
| -0.99974212 | 3 | 0.0% | |
| -0.99988055 | 3 | 0.0% | |
| -0.99985049 | 3 | 0.0% | |
| -0.9998627 | 2 | 0.0% | |
| -0.99969311 | 2 | 0.0% | |
| -0.99980771 | 2 | 0.0% | |
| -0.99980597 | 2 | 0.0% | |
| -0.9997765 | 2 | 0.0% | |
| Other values (7241) | 7327 | 99.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.99999525 | 1 | 0.0% | |
| -0.99999087 | 1 | 0.0% | |
| -0.99998975 | 1 | 0.0% | |
| -0.99998691 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.18361758 | 1 | 0.0% | |
| 0.2171947 | 1 | 0.0% | |
| 0.5711672 | 1 | 0.0% | |
| 0.77475032 | 1 | 0.0% | |
| 0.95807252 | 1 | 0.0% |
fBodyAcc-bandsEnergy()-25,32.2
Numeric
| Distinct count | 7181 |
|---|---|
| Unique (%) | 97.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.95985 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.99991 |
| Q1 | -0.99981 |
| Median | -0.99879 |
| Q3 | -0.95434 |
| 95-th percentile | -0.81219 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.045465 |
Descriptive statistics
| Standard deviation | 0.088203 |
|---|---|
| Coef of variation | -0.091893 |
| Kurtosis | 66.544 |
| Mean | -0.95985 |
| MAD | 0.050386 |
| Skewness | 5.9057 |
| Sum | -7056.8 |
| Variance | 0.0077798 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.99985788 | 4 | 0.1% | |
| -0.99985992 | 3 | 0.0% | |
| -0.99987625 | 3 | 0.0% | |
| -0.99989104 | 3 | 0.0% | |
| -0.99983949 | 3 | 0.0% | |
| -0.99989042 | 3 | 0.0% | |
| -0.99983629 | 3 | 0.0% | |
| -0.99972071 | 3 | 0.0% | |
| -0.99983251 | 3 | 0.0% | |
| -0.99988633 | 3 | 0.0% | |
| Other values (7171) | 7321 | 99.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.99999969 | 1 | 0.0% | |
| -0.99999327 | 1 | 0.0% | |
| -0.9999872 | 1 | 0.0% | |
| -0.99998425 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.045091499 | 1 | 0.0% | |
| 0.074052334 | 1 | 0.0% | |
| 0.074075747 | 1 | 0.0% | |
| 0.41810936 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
fBodyAcc-bandsEnergy()-25,48
Highly correlated
This variable is highly correlated with fBodyAcc-bandsEnergy()-33,48 and should be ignored for analysis
| Correlation | 0.92593 |
|---|
fBodyAcc-bandsEnergy()-25,48.1
Highly correlated
This variable is highly correlated with fBodyAcc-bandsEnergy()-33,48.1 and should be ignored for analysis
| Correlation | 0.92924 |
|---|
fBodyAcc-bandsEnergy()-25,48.2
Highly correlated
This variable is highly correlated with fBodyAcc-bandsEnergy()-33,48.2 and should be ignored for analysis
| Correlation | 0.93375 |
|---|
fBodyAcc-bandsEnergy()-33,40
Numeric
| Distinct count | 7125 |
|---|---|
| Unique (%) | 96.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.91348 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.99996 |
| Q1 | -0.99988 |
| Median | -0.99883 |
| Q3 | -0.87376 |
| 95-th percentile | -0.61692 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.12613 |
Descriptive statistics
| Standard deviation | 0.14553 |
|---|---|
| Coef of variation | -0.15932 |
| Kurtosis | 12.975 |
| Mean | -0.91348 |
| MAD | 0.10285 |
| Skewness | 2.771 |
| Sum | -6715.9 |
| Variance | 0.02118 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.99997327 | 3 | 0.0% | |
| -0.99994494 | 3 | 0.0% | |
| -0.99997778 | 3 | 0.0% | |
| -0.99990545 | 3 | 0.0% | |
| -0.99993153 | 3 | 0.0% | |
| -0.99986473 | 3 | 0.0% | |
| -0.99987697 | 3 | 0.0% | |
| -0.99992393 | 3 | 0.0% | |
| -0.99988987 | 3 | 0.0% | |
| -0.9999088 | 3 | 0.0% | |
| Other values (7115) | 7322 | 99.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.9999981 | 1 | 0.0% | |
| -0.99999258 | 1 | 0.0% | |
| -0.99999238 | 1 | 0.0% | |
| -0.99999092 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.04688544 | 1 | 0.0% | |
| 0.055329542 | 1 | 0.0% | |
| 0.094002675 | 1 | 0.0% | |
| 0.8255489 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
fBodyAcc-bandsEnergy()-33,40.1
Numeric
| Distinct count | 7288 |
|---|---|
| Unique (%) | 99.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.89729 |
|---|---|
| Minimum | -1 |
| Maximum | 0.84661 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.99987 |
| Q1 | -0.99965 |
| Median | -0.99641 |
| Q3 | -0.84744 |
| 95-th percentile | -0.57104 |
| Maximum | 0.84661 |
| Range | 1.8466 |
| Interquartile range | 0.15221 |
Descriptive statistics
| Standard deviation | 0.17408 |
|---|---|
| Coef of variation | -0.19401 |
| Kurtosis | 16.077 |
| Mean | -0.89729 |
| MAD | 0.11888 |
| Skewness | 3.187 |
| Sum | -6596.9 |
| Variance | 0.030306 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.99985656 | 2 | 0.0% | |
| -0.99957213 | 2 | 0.0% | |
| -0.99975916 | 2 | 0.0% | |
| -0.99990222 | 2 | 0.0% | |
| -0.99990196 | 2 | 0.0% | |
| -0.99980633 | 2 | 0.0% | |
| -0.99974653 | 2 | 0.0% | |
| -0.99966237 | 2 | 0.0% | |
| -0.99989735 | 2 | 0.0% | |
| -0.99977233 | 2 | 0.0% | |
| Other values (7278) | 7332 | 99.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.99998445 | 1 | 0.0% | |
| -0.99998022 | 1 | 0.0% | |
| -0.99997285 | 1 | 0.0% | |
| -0.99997206 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.73996805 | 1 | 0.0% | |
| 0.7587536 | 1 | 0.0% | |
| 0.79889015 | 1 | 0.0% | |
| 0.82157106 | 1 | 0.0% | |
| 0.84661001 | 1 | 0.0% |
fBodyAcc-bandsEnergy()-33,40.2
Numeric
| Distinct count | 7235 |
|---|---|
| Unique (%) | 98.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.9616 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.99989 |
| Q1 | -0.99975 |
| Median | -0.99839 |
| Q3 | -0.95385 |
| 95-th percentile | -0.83101 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.045907 |
Descriptive statistics
| Standard deviation | 0.08461 |
|---|---|
| Coef of variation | -0.087989 |
| Kurtosis | 104.77 |
| Mean | -0.9616 |
| MAD | 0.046681 |
| Skewness | 7.3144 |
| Sum | -7069.7 |
| Variance | 0.0071588 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.9998024 | 3 | 0.0% | |
| -0.99984738 | 2 | 0.0% | |
| -0.99977707 | 2 | 0.0% | |
| -0.99981779 | 2 | 0.0% | |
| -0.99979327 | 2 | 0.0% | |
| -0.99960176 | 2 | 0.0% | |
| -0.99981188 | 2 | 0.0% | |
| -0.99977549 | 2 | 0.0% | |
| -0.99983878 | 2 | 0.0% | |
| -0.99985762 | 2 | 0.0% | |
| Other values (7225) | 7331 | 99.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.99999283 | 1 | 0.0% | |
| -0.99999282 | 1 | 0.0% | |
| -0.99998439 | 1 | 0.0% | |
| -0.99998275 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.094865551 | 1 | 0.0% | |
| 0.24068904 | 1 | 0.0% | |
| 0.34432336 | 1 | 0.0% | |
| 0.89513313 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
fBodyAcc-bandsEnergy()-33,48
Highly correlated
This variable is highly correlated with fBodyAcc-bandsEnergy()-41,48 and should be ignored for analysis
| Correlation | 0.94726 |
|---|
fBodyAcc-bandsEnergy()-33,48.1
Highly correlated
This variable is highly correlated with fBodyAcc-bandsEnergy()-41,48.1 and should be ignored for analysis
| Correlation | 0.92712 |
|---|
fBodyAcc-bandsEnergy()-33,48.2
Highly correlated
This variable is highly correlated with fBodyAcc-bandsEnergy()-41,48.2 and should be ignored for analysis
| Correlation | 0.92533 |
|---|
fBodyAcc-bandsEnergy()-41,48
Numeric
| Distinct count | 7114 |
|---|---|
| Unique (%) | 96.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.91048 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.99996 |
| Q1 | -0.99988 |
| Median | -0.99879 |
| Q3 | -0.87426 |
| 95-th percentile | -0.60563 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.12562 |
Descriptive statistics
| Standard deviation | 0.15669 |
|---|---|
| Coef of variation | -0.1721 |
| Kurtosis | 16.085 |
| Mean | -0.91048 |
| MAD | 0.10662 |
| Skewness | 3.169 |
| Sum | -6693.9 |
| Variance | 0.024553 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.99993041 | 3 | 0.0% | |
| -0.99993017 | 3 | 0.0% | |
| -0.99991424 | 3 | 0.0% | |
| -0.99994686 | 3 | 0.0% | |
| -0.99993072 | 3 | 0.0% | |
| -0.99992244 | 3 | 0.0% | |
| -0.99991064 | 3 | 0.0% | |
| -0.99992043 | 3 | 0.0% | |
| -0.99993016 | 3 | 0.0% | |
| -0.99996749 | 3 | 0.0% | |
| Other values (7104) | 7322 | 99.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.99999821 | 1 | 0.0% | |
| -0.99999215 | 1 | 0.0% | |
| -0.99999195 | 1 | 0.0% | |
| -0.99998982 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.44419387 | 1 | 0.0% | |
| 0.44680951 | 1 | 0.0% | |
| 0.493738 | 1 | 0.0% | |
| 0.82084239 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
fBodyAcc-bandsEnergy()-41,48.1
Numeric
| Distinct count | 7279 |
|---|---|
| Unique (%) | 99.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.88161 |
|---|---|
| Minimum | -1 |
| Maximum | 0.89775 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.99986 |
| Q1 | -0.99962 |
| Median | -0.99551 |
| Q3 | -0.82079 |
| 95-th percentile | -0.50183 |
| Maximum | 0.89775 |
| Range | 1.8977 |
| Interquartile range | 0.17884 |
Descriptive statistics
| Standard deviation | 0.19131 |
|---|---|
| Coef of variation | -0.217 |
| Kurtosis | 10.051 |
| Mean | -0.88161 |
| MAD | 0.13658 |
| Skewness | 2.6222 |
| Sum | -6481.6 |
| Variance | 0.036601 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.99977789 | 2 | 0.0% | |
| -0.99980791 | 2 | 0.0% | |
| -0.9988315 | 2 | 0.0% | |
| -0.99961428 | 2 | 0.0% | |
| -0.99936158 | 2 | 0.0% | |
| -0.99977635 | 2 | 0.0% | |
| -0.99960634 | 2 | 0.0% | |
| -0.9994932 | 2 | 0.0% | |
| -0.99967928 | 2 | 0.0% | |
| -0.99984414 | 2 | 0.0% | |
| Other values (7269) | 7332 | 99.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.9999957 | 1 | 0.0% | |
| -0.99999461 | 1 | 0.0% | |
| -0.9999857 | 1 | 0.0% | |
| -0.99998525 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.6462148 | 1 | 0.0% | |
| 0.68524111 | 1 | 0.0% | |
| 0.7132437 | 1 | 0.0% | |
| 0.84521839 | 1 | 0.0% | |
| 0.89774723 | 1 | 0.0% |
fBodyAcc-bandsEnergy()-41,48.2
Numeric
| Distinct count | 7289 |
|---|---|
| Unique (%) | 99.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.93366 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.9998 |
| Q1 | -0.99954 |
| Median | -0.99684 |
| Q3 | -0.91505 |
| 95-th percentile | -0.70752 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.084487 |
Descriptive statistics
| Standard deviation | 0.12885 |
|---|---|
| Coef of variation | -0.138 |
| Kurtosis | 33.698 |
| Mean | -0.93366 |
| MAD | 0.079314 |
| Skewness | 4.4827 |
| Sum | -6864.3 |
| Variance | 0.016601 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.9997044 | 2 | 0.0% | |
| -0.99958129 | 2 | 0.0% | |
| -0.99957679 | 2 | 0.0% | |
| -0.999795 | 2 | 0.0% | |
| -0.99976949 | 2 | 0.0% | |
| -0.99947924 | 2 | 0.0% | |
| -0.99967075 | 2 | 0.0% | |
| -0.99961024 | 2 | 0.0% | |
| -0.99976369 | 2 | 0.0% | |
| -0.96855583 | 2 | 0.0% | |
| Other values (7279) | 7332 | 99.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.99998304 | 1 | 0.0% | |
| -0.99996045 | 1 | 0.0% | |
| -0.99994716 | 1 | 0.0% | |
| -0.99994586 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.45454837 | 1 | 0.0% | |
| 0.482297 | 1 | 0.0% | |
| 0.71573582 | 1 | 0.0% | |
| 0.7216036 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
fBodyAcc-bandsEnergy()-49,56
Numeric
| Distinct count | 6957 |
|---|---|
| Unique (%) | 94.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.94416 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.99998 |
| Q1 | -0.99995 |
| Median | -0.99923 |
| Q3 | -0.92922 |
| 95-th percentile | -0.7377 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.070724 |
Descriptive statistics
| Standard deviation | 0.10737 |
|---|---|
| Coef of variation | -0.11372 |
| Kurtosis | 31.025 |
| Mean | -0.94416 |
| MAD | 0.068274 |
| Skewness | 4.0567 |
| Sum | -6941.5 |
| Variance | 0.011529 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.99997918 | 5 | 0.1% | |
| -0.99998516 | 4 | 0.1% | |
| -0.99996034 | 4 | 0.1% | |
| -0.99993624 | 3 | 0.0% | |
| -0.99997309 | 3 | 0.0% | |
| -0.99997756 | 3 | 0.0% | |
| -0.99997716 | 3 | 0.0% | |
| -0.99994487 | 3 | 0.0% | |
| -0.99998622 | 3 | 0.0% | |
| -0.99998485 | 3 | 0.0% | |
| Other values (6947) | 7318 | 99.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.99999864 | 1 | 0.0% | |
| -0.999998 | 1 | 0.0% | |
| -0.99999744 | 1 | 0.0% | |
| -0.99999741 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.032323036 | 1 | 0.0% | |
| 0.14759971 | 1 | 0.0% | |
| 0.20367223 | 1 | 0.0% | |
| 0.31799554 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
fBodyAcc-bandsEnergy()-49,56.1
Numeric
| Distinct count | 7260 |
|---|---|
| Unique (%) | 98.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.90171 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.99991 |
| Q1 | -0.99972 |
| Median | -0.99555 |
| Q3 | -0.86297 |
| 95-th percentile | -0.56826 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.13675 |
Descriptive statistics
| Standard deviation | 0.16936 |
|---|---|
| Coef of variation | -0.18782 |
| Kurtosis | 15.07 |
| Mean | -0.90171 |
| MAD | 0.11546 |
| Skewness | 3.1139 |
| Sum | -6629.4 |
| Variance | 0.028684 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.99988907 | 3 | 0.0% | |
| -0.99968159 | 3 | 0.0% | |
| -0.9998747 | 2 | 0.0% | |
| -0.99981537 | 2 | 0.0% | |
| -0.99986868 | 2 | 0.0% | |
| -0.99986454 | 2 | 0.0% | |
| -0.99981399 | 2 | 0.0% | |
| -0.99980308 | 2 | 0.0% | |
| -0.99981487 | 2 | 0.0% | |
| -0.99941484 | 2 | 0.0% | |
| Other values (7250) | 7330 | 99.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.99999898 | 1 | 0.0% | |
| -0.99999571 | 1 | 0.0% | |
| -0.99999483 | 1 | 0.0% | |
| -0.99999442 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.52802756 | 1 | 0.0% | |
| 0.54571302 | 1 | 0.0% | |
| 0.67970909 | 1 | 0.0% | |
| 0.89351543 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
fBodyAcc-bandsEnergy()-49,56.2
Numeric
| Distinct count | 7279 |
|---|---|
| Unique (%) | 99.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.9388 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.99986 |
| Q1 | -0.9996 |
| Median | -0.99605 |
| Q3 | -0.92349 |
| 95-th percentile | -0.73 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.076106 |
Descriptive statistics
| Standard deviation | 0.1186 |
|---|---|
| Coef of variation | -0.12633 |
| Kurtosis | 31.642 |
| Mean | -0.9388 |
| MAD | 0.073678 |
| Skewness | 4.3042 |
| Sum | -6902 |
| Variance | 0.014066 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.99966062 | 3 | 0.0% | |
| -0.99976386 | 2 | 0.0% | |
| -0.99978408 | 2 | 0.0% | |
| -0.99921688 | 2 | 0.0% | |
| -0.9997896 | 2 | 0.0% | |
| -0.99982357 | 2 | 0.0% | |
| -0.99966633 | 2 | 0.0% | |
| -0.99980239 | 2 | 0.0% | |
| -0.99885815 | 2 | 0.0% | |
| -0.99984801 | 2 | 0.0% | |
| Other values (7269) | 7331 | 99.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.99999005 | 1 | 0.0% | |
| -0.99998302 | 1 | 0.0% | |
| -0.99998262 | 1 | 0.0% | |
| -0.99997967 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.26467114 | 1 | 0.0% | |
| 0.35844773 | 1 | 0.0% | |
| 0.39697822 | 1 | 0.0% | |
| 0.55669993 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
fBodyAcc-bandsEnergy()-49,64
Highly correlated
This variable is highly correlated with fBodyAcc-bandsEnergy()-57,64 and should be ignored for analysis
| Correlation | 0.94506 |
|---|
fBodyAcc-bandsEnergy()-49,64.1
Highly correlated
This variable is highly correlated with fBodyAcc-bandsEnergy()-57,64.1 and should be ignored for analysis
| Correlation | 0.90726 |
|---|
fBodyAcc-bandsEnergy()-49,64.2
Highly correlated
This variable is highly correlated with fBodyAcc-bandsEnergy()-49,56.2 and should be ignored for analysis
| Correlation | 0.97691 |
|---|
fBodyAcc-bandsEnergy()-57,64
Numeric
| Distinct count | 6123 |
|---|---|
| Unique (%) | 83.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.95328 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | -0.99999 |
| Median | -0.99967 |
| Q3 | -0.97186 |
| 95-th percentile | -0.72667 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.028128 |
Descriptive statistics
| Standard deviation | 0.124 |
|---|---|
| Coef of variation | -0.13008 |
| Kurtosis | 34.694 |
| Mean | -0.95328 |
| MAD | 0.06701 |
| Skewness | 4.9198 |
| Sum | -7008.5 |
| Variance | 0.015376 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.99999992 | 15 | 0.2% | |
| -0.99999997 | 15 | 0.2% | |
| -0.99999996 | 14 | 0.2% | |
| -0.99999977 | 14 | 0.2% | |
| -0.99999995 | 12 | 0.2% | |
| -0.99999979 | 11 | 0.1% | |
| -0.99999989 | 11 | 0.1% | |
| -0.99999959 | 11 | 0.1% | |
| -0.99999988 | 11 | 0.1% | |
| -0.99999999 | 10 | 0.1% | |
| Other values (6113) | 7228 | 98.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 6 | 0.1% | |
| -0.99999999 | 10 | 0.1% | |
| -0.99999998 | 8 | 0.1% | |
| -0.99999997 | 15 | 0.2% | |
| -0.99999996 | 14 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.20333387 | 1 | 0.0% | |
| 0.23352129 | 1 | 0.0% | |
| 0.34942175 | 1 | 0.0% | |
| 0.72205736 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
fBodyAcc-bandsEnergy()-57,64.1
Numeric
| Distinct count | 6904 |
|---|---|
| Unique (%) | 93.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.95171 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | -0.99994 |
| Median | -0.99887 |
| Q3 | -0.96831 |
| 95-th percentile | -0.72931 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.031628 |
Descriptive statistics
| Standard deviation | 0.12762 |
|---|---|
| Coef of variation | -0.13409 |
| Kurtosis | 46.766 |
| Mean | -0.95171 |
| MAD | 0.067902 |
| Skewness | 5.5397 |
| Sum | -6997 |
| Variance | 0.016286 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.99999949 | 7 | 0.1% | |
| -0.99999997 | 5 | 0.1% | |
| -0.99999731 | 5 | 0.1% | |
| -0.99999682 | 5 | 0.1% | |
| -0.99999939 | 5 | 0.1% | |
| -0.99999887 | 4 | 0.1% | |
| -0.99999849 | 4 | 0.1% | |
| -0.99999794 | 4 | 0.1% | |
| -0.99999905 | 4 | 0.1% | |
| -0.99999922 | 4 | 0.1% | |
| Other values (6894) | 7305 | 99.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 2 | 0.0% | |
| -0.99999999 | 1 | 0.0% | |
| -0.99999998 | 2 | 0.0% | |
| -0.99999997 | 5 | 0.1% | |
| -0.99999996 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.41716561 | 1 | 0.0% | |
| 0.5067444 | 1 | 0.0% | |
| 0.96438647 | 1 | 0.0% | |
| 0.97991267 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
fBodyAcc-bandsEnergy()-57,64.2
Numeric
| Distinct count | 7090 |
|---|---|
| Unique (%) | 96.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.95589 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | -0.9999 |
| Median | -0.99859 |
| Q3 | -0.9718 |
| 95-th percentile | -0.76532 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.028099 |
Descriptive statistics
| Standard deviation | 0.12272 |
|---|---|
| Coef of variation | -0.12838 |
| Kurtosis | 53.655 |
| Mean | -0.95589 |
| MAD | 0.06194 |
| Skewness | 6.0491 |
| Sum | -7027.7 |
| Variance | 0.015061 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.99999933 | 5 | 0.1% | |
| -0.99999978 | 5 | 0.1% | |
| -0.99998644 | 4 | 0.1% | |
| -0.99999939 | 4 | 0.1% | |
| -0.99999882 | 4 | 0.1% | |
| -0.99999782 | 3 | 0.0% | |
| -0.9999996 | 3 | 0.0% | |
| -0.9999882 | 3 | 0.0% | |
| -0.99999177 | 3 | 0.0% | |
| -0.99998738 | 3 | 0.0% | |
| Other values (7080) | 7315 | 99.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.99999999 | 1 | 0.0% | |
| -0.99999998 | 1 | 0.0% | |
| -0.99999997 | 1 | 0.0% | |
| -0.99999995 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.49251935 | 1 | 0.0% | |
| 0.66612041 | 1 | 0.0% | |
| 0.68136368 | 1 | 0.0% | |
| 0.94325778 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
fBodyAcc-bandsEnergy()-9,16
Highly correlated
This variable is highly correlated with tBodyAccJerk-energy()-X and should be ignored for analysis
| Correlation | 0.90788 |
|---|
fBodyAcc-bandsEnergy()-9,16.1
Highly correlated
This variable is highly correlated with tBodyAccJerk-energy()-Y and should be ignored for analysis
| Correlation | 0.9123 |
|---|
fBodyAcc-bandsEnergy()-9,16.2
Numeric
| Distinct count | 7262 |
|---|---|
| Unique (%) | 98.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.89534 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.99989 |
| Q1 | -0.99972 |
| Median | -0.99715 |
| Q3 | -0.85237 |
| 95-th percentile | -0.53418 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.14734 |
Descriptive statistics
| Standard deviation | 0.1845 |
|---|---|
| Coef of variation | -0.20606 |
| Kurtosis | 12.74 |
| Mean | -0.89534 |
| MAD | 0.12532 |
| Skewness | 3.0002 |
| Sum | -6582.6 |
| Variance | 0.03404 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.99975661 | 3 | 0.0% | |
| -0.99979754 | 3 | 0.0% | |
| -0.99963935 | 2 | 0.0% | |
| -0.9997631 | 2 | 0.0% | |
| -0.99984908 | 2 | 0.0% | |
| -0.99975063 | 2 | 0.0% | |
| -0.99980978 | 2 | 0.0% | |
| -0.99977795 | 2 | 0.0% | |
| -0.9998343 | 2 | 0.0% | |
| -0.99984998 | 2 | 0.0% | |
| Other values (7252) | 7330 | 99.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.99999752 | 1 | 0.0% | |
| -0.99999062 | 1 | 0.0% | |
| -0.99998821 | 1 | 0.0% | |
| -0.99998123 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.52370157 | 1 | 0.0% | |
| 0.6011005 | 1 | 0.0% | |
| 0.77379586 | 1 | 0.0% | |
| 0.9018368 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
fBodyAcc-energy()-X
Highly correlated
This variable is highly correlated with fBodyAcc-max()-X and should be ignored for analysis
| Correlation | 0.93857 |
|---|
fBodyAcc-energy()-Y
Highly correlated
This variable is highly correlated with fBodyAcc-sma() and should be ignored for analysis
| Correlation | 0.92911 |
|---|
fBodyAcc-energy()-Z
Highly correlated
This variable is highly correlated with fBodyAcc-mad()-Z and should be ignored for analysis
| Correlation | 0.93183 |
|---|
fBodyAcc-entropy()-X
Highly correlated
This variable is highly correlated with fBodyAcc-iqr()-Y and should be ignored for analysis
| Correlation | 0.92163 |
|---|
fBodyAcc-entropy()-Y
Highly correlated
This variable is highly correlated with fBodyAcc-entropy()-X and should be ignored for analysis
| Correlation | 0.98057 |
|---|
fBodyAcc-entropy()-Z
Highly correlated
This variable is highly correlated with fBodyAcc-entropy()-Y and should be ignored for analysis
| Correlation | 0.97676 |
|---|
fBodyAcc-iqr()-X
Highly correlated
This variable is highly correlated with fBodyAcc-sma() and should be ignored for analysis
| Correlation | 0.95946 |
|---|
fBodyAcc-iqr()-Y
Highly correlated
This variable is highly correlated with fBodyAcc-iqr()-X and should be ignored for analysis
| Correlation | 0.92549 |
|---|
fBodyAcc-iqr()-Z
Highly correlated
This variable is highly correlated with fBodyAcc-sma() and should be ignored for analysis
| Correlation | 0.93038 |
|---|
fBodyAcc-kurtosis()-X
Highly correlated
This variable is highly correlated with fBodyAcc-skewness()-X and should be ignored for analysis
| Correlation | 0.98547 |
|---|
fBodyAcc-kurtosis()-Y
Highly correlated
This variable is highly correlated with fBodyAcc-skewness()-Y and should be ignored for analysis
| Correlation | 0.98569 |
|---|
fBodyAcc-kurtosis()-Z
Highly correlated
This variable is highly correlated with fBodyAcc-skewness()-Z and should be ignored for analysis
| Correlation | 0.98658 |
|---|
fBodyAcc-mad()-X
Highly correlated
This variable is highly correlated with fBodyAcc-std()-Y and should be ignored for analysis
| Correlation | 0.9181 |
|---|
fBodyAcc-mad()-Y
Highly correlated
This variable is highly correlated with fBodyAcc-mad()-X and should be ignored for analysis
| Correlation | 0.94056 |
|---|
fBodyAcc-mad()-Z
Highly correlated
This variable is highly correlated with fBodyAcc-std()-Z and should be ignored for analysis
| Correlation | 0.97557 |
|---|
fBodyAcc-max()-X
Highly correlated
This variable is highly correlated with fBodyAcc-mad()-X and should be ignored for analysis
| Correlation | 0.94503 |
|---|
fBodyAcc-max()-Y
Highly correlated
This variable is highly correlated with fBodyAcc-mad()-Y and should be ignored for analysis
| Correlation | 0.93355 |
|---|
fBodyAcc-max()-Z
Highly correlated
This variable is highly correlated with fBodyAcc-mad()-Z and should be ignored for analysis
| Correlation | 0.90573 |
|---|
fBodyAcc-maxInds-X
Numeric
| Distinct count | 29 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.76629 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | -1 |
| Median | -0.80645 |
| Q3 | -0.74194 |
| 95-th percentile | -0.22581 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.25806 |
Descriptive statistics
| Standard deviation | 0.25928 |
|---|---|
| Coef of variation | -0.33836 |
| Kurtosis | 5.1246 |
| Mean | -0.76629 |
| MAD | 0.1762 |
| Skewness | 1.9659 |
| Sum | -5633.7 |
| Variance | 0.067227 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -1.0 | 2198 | 29.9% | |
| -0.80645161 | 1903 | 25.9% | |
| -0.74193548 | 1272 | 17.3% | |
| -0.87096774 | 230 | 3.1% | |
| -0.48387097 | 219 | 3.0% | |
| -0.93548387 | 198 | 2.7% | |
| -0.41935484 | 194 | 2.6% | |
| -0.61290323 | 187 | 2.5% | |
| -0.67741935 | 165 | 2.2% | |
| -0.5483871 | 164 | 2.2% | |
| Other values (19) | 622 | 8.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 2198 | 29.9% | |
| -0.93548387 | 198 | 2.7% | |
| -0.87096774 | 230 | 3.1% | |
| -0.80645161 | 1903 | 25.9% | |
| -0.74193548 | 1272 | 17.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.5483871 | 6 | 0.1% | |
| 0.61290323 | 4 | 0.1% | |
| 0.74193548 | 2 | 0.0% | |
| 0.80645161 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
fBodyAcc-maxInds-Y
Numeric
| Distinct count | 26 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.79632 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.5% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | -1 |
| Median | -0.8 |
| Q3 | -0.73333 |
| 95-th percentile | -0.26667 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.26667 |
Descriptive statistics
| Standard deviation | 0.24639 |
|---|---|
| Coef of variation | -0.30941 |
| Kurtosis | 3.6603 |
| Mean | -0.79632 |
| MAD | 0.1789 |
| Skewness | 1.744 |
| Sum | -5854.5 |
| Variance | 0.060709 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -1.0 | 2611 | 35.5% | |
| -0.8 | 1306 | 17.8% | |
| -0.73333333 | 943 | 12.8% | |
| -0.93333333 | 781 | 10.6% | |
| -0.46666667 | 242 | 3.3% | |
| -0.6 | 235 | 3.2% | |
| -0.53333333 | 211 | 2.9% | |
| -0.86666667 | 199 | 2.7% | |
| -0.66666667 | 174 | 2.4% | |
| -0.4 | 118 | 1.6% | |
| Other values (16) | 532 | 7.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 2611 | 35.5% | |
| -0.93333333 | 781 | 10.6% | |
| -0.86666667 | 199 | 2.7% | |
| -0.8 | 1306 | 17.8% | |
| -0.73333333 | 943 | 12.8% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.4 | 3 | 0.0% | |
| 0.46666667 | 4 | 0.1% | |
| 0.53333333 | 1 | 0.0% | |
| 0.73333333 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
fBodyAcc-maxInds-Z
Numeric
| Distinct count | 26 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.84426 |
|---|---|
| Minimum | -1 |
| Maximum | 0.92308 |
| Zeros (%) | 0.4% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | -1 |
| Median | -0.92308 |
| Q3 | -0.76923 |
| 95-th percentile | -0.30769 |
| Maximum | 0.92308 |
| Range | 1.9231 |
| Interquartile range | 0.23077 |
Descriptive statistics
| Standard deviation | 0.24211 |
|---|---|
| Coef of variation | -0.28677 |
| Kurtosis | 8.3004 |
| Mean | -0.84426 |
| MAD | 0.16869 |
| Skewness | 2.6157 |
| Sum | -6207 |
| Variance | 0.058615 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -1.0 | 3043 | 41.4% | |
| -0.92307692 | 1850 | 25.2% | |
| -0.69230769 | 768 | 10.4% | |
| -0.76923077 | 694 | 9.4% | |
| -0.84615385 | 194 | 2.6% | |
| -0.61538462 | 126 | 1.7% | |
| -0.38461538 | 116 | 1.6% | |
| -0.46153846 | 97 | 1.3% | |
| -0.53846154 | 90 | 1.2% | |
| -0.30769231 | 64 | 0.9% | |
| Other values (16) | 310 | 4.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 3043 | 41.4% | |
| -0.92307692 | 1850 | 25.2% | |
| -0.84615385 | 194 | 2.6% | |
| -0.76923077 | 694 | 9.4% | |
| -0.69230769 | 768 | 10.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.61538462 | 3 | 0.0% | |
| 0.69230769 | 2 | 0.0% | |
| 0.76923077 | 1 | 0.0% | |
| 0.84615385 | 1 | 0.0% | |
| 0.92307692 | 1 | 0.0% |
fBodyAcc-mean()-X
Highly correlated
This variable is highly correlated with tBodyGyroJerkMag-sma() and should be ignored for analysis
| Correlation | 0.91326 |
|---|
fBodyAcc-mean()-Y
Highly correlated
This variable is highly correlated with fBodyAcc-mean()-X and should be ignored for analysis
| Correlation | 0.94924 |
|---|
fBodyAcc-mean()-Z
Highly correlated
This variable is highly correlated with fBodyAcc-mean()-Y and should be ignored for analysis
| Correlation | 0.91147 |
|---|
fBodyAcc-meanFreq()-X
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.22732 |
|---|---|
| Minimum | -1 |
| Maximum | 0.91415 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.64248 |
| Q1 | -0.42351 |
| Median | -0.24331 |
| Q3 | -0.023511 |
| 95-th percentile | 0.20397 |
| Maximum | 0.91415 |
| Range | 1.9141 |
| Interquartile range | 0.4 |
Descriptive statistics
| Standard deviation | 0.26473 |
|---|---|
| Coef of variation | -1.1645 |
| Kurtosis | -0.41474 |
| Mean | -0.22732 |
| MAD | 0.21866 |
| Skewness | 0.096356 |
| Sum | -1671.3 |
| Variance | 0.070081 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.19824638 | 1 | 0.0% | |
| 0.41290205 | 1 | 0.0% | |
| -0.19850562 | 1 | 0.0% | |
| -0.43060036 | 1 | 0.0% | |
| -0.063695898 | 1 | 0.0% | |
| -0.0051672549 | 1 | 0.0% | |
| 0.024418185 | 1 | 0.0% | |
| -0.048624488 | 1 | 0.0% | |
| 0.23152513 | 1 | 0.0% | |
| 0.2041642 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.99873509 | 1 | 0.0% | |
| -0.99175242 | 1 | 0.0% | |
| -0.96909256 | 1 | 0.0% | |
| -0.9671549 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.54418905 | 1 | 0.0% | |
| 0.61961208 | 1 | 0.0% | |
| 0.65332726 | 1 | 0.0% | |
| 0.79903412 | 1 | 0.0% | |
| 0.9141467 | 1 | 0.0% |
fBodyAcc-meanFreq()-Y
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.013602 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.36805 |
| Q1 | -0.14805 |
| Median | 0.0017088 |
| Q3 | 0.17524 |
| 95-th percentile | 0.42152 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.32329 |
Descriptive statistics
| Standard deviation | 0.23977 |
|---|---|
| Coef of variation | 17.628 |
| Kurtosis | 0.083138 |
| Mean | 0.013602 |
| MAD | 0.19049 |
| Skewness | 0.08888 |
| Sum | 99.999 |
| Variance | 0.057488 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.2475508 | 1 | 0.0% | |
| -0.2003191 | 1 | 0.0% | |
| -0.05634067 | 1 | 0.0% | |
| -0.062284876 | 1 | 0.0% | |
| -0.22925388 | 1 | 0.0% | |
| -0.35363054 | 1 | 0.0% | |
| 0.11587481 | 1 | 0.0% | |
| -0.17745887 | 1 | 0.0% | |
| 0.48746085 | 1 | 0.0% | |
| -0.17041976 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.75439485 | 1 | 0.0% | |
| -0.7432351 | 1 | 0.0% | |
| -0.74097555 | 1 | 0.0% | |
| -0.73239939 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.89439921 | 1 | 0.0% | |
| 0.9019738 | 1 | 0.0% | |
| 0.90369832 | 1 | 0.0% | |
| 0.92976984 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
fBodyAcc-meanFreq()-Z
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.045316 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.45657 |
| Q1 | -0.14512 |
| Median | 0.062076 |
| Q3 | 0.25454 |
| 95-th percentile | 0.48513 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.39966 |
Descriptive statistics
| Standard deviation | 0.28917 |
|---|---|
| Coef of variation | 6.3812 |
| Kurtosis | -0.012852 |
| Mean | 0.045316 |
| MAD | 0.23189 |
| Skewness | -0.25249 |
| Sum | 333.16 |
| Variance | 0.083619 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.49120094 | 1 | 0.0% | |
| -0.015014234 | 1 | 0.0% | |
| 0.32521835 | 1 | 0.0% | |
| 0.022206895 | 1 | 0.0% | |
| 0.26495016 | 1 | 0.0% | |
| 0.31387916 | 1 | 0.0% | |
| 0.32013329 | 1 | 0.0% | |
| -0.22628657 | 1 | 0.0% | |
| 0.32799051 | 1 | 0.0% | |
| 0.25908613 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.98554246 | 1 | 0.0% | |
| -0.98451497 | 1 | 0.0% | |
| -0.94893675 | 1 | 0.0% | |
| -0.93705808 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.90342753 | 1 | 0.0% | |
| 0.90810535 | 1 | 0.0% | |
| 0.93953878 | 1 | 0.0% | |
| 0.93997351 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
fBodyAcc-min()-X
Numeric
| Distinct count | 7347 |
|---|---|
| Unique (%) | 99.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.85277 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.99898 |
| Q1 | -0.99483 |
| Median | -0.97775 |
| Q3 | -0.78605 |
| 95-th percentile | -0.37419 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.20878 |
Descriptive statistics
| Standard deviation | 0.23451 |
|---|---|
| Coef of variation | -0.275 |
| Kurtosis | 8.0004 |
| Mean | -0.85277 |
| MAD | 0.16754 |
| Skewness | 2.5024 |
| Sum | -6269.6 |
| Variance | 0.054996 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.99824233 | 2 | 0.0% | |
| -0.99693254 | 2 | 0.0% | |
| -0.99783048 | 2 | 0.0% | |
| -0.99827739 | 2 | 0.0% | |
| -0.97762995 | 2 | 0.0% | |
| -0.78710056 | 1 | 0.0% | |
| -0.99109997 | 1 | 0.0% | |
| -0.82593252 | 1 | 0.0% | |
| -0.99542053 | 1 | 0.0% | |
| -0.99553612 | 1 | 0.0% | |
| Other values (7337) | 7337 | 99.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.99999831 | 1 | 0.0% | |
| -0.99999692 | 1 | 0.0% | |
| -0.99999409 | 1 | 0.0% | |
| -0.9999939 | 1 | 0.0% | |
| -0.9999935 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.67009479 | 1 | 0.0% | |
| 0.69196579 | 1 | 0.0% | |
| 0.70223772 | 1 | 0.0% | |
| 0.97810432 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
fBodyAcc-min()-Y
Numeric
| Distinct count | 7348 |
|---|---|
| Unique (%) | 99.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.88009 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.99833 |
| Q1 | -0.9924 |
| Median | -0.96995 |
| Q3 | -0.82408 |
| 95-th percentile | -0.52977 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.16832 |
Descriptive statistics
| Standard deviation | 0.18051 |
|---|---|
| Coef of variation | -0.20511 |
| Kurtosis | 11.718 |
| Mean | -0.88009 |
| MAD | 0.12825 |
| Skewness | 2.7451 |
| Sum | -6470.4 |
| Variance | 0.032585 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.99844176 | 2 | 0.0% | |
| -0.99052853 | 2 | 0.0% | |
| -0.99598811 | 2 | 0.0% | |
| -0.99507533 | 2 | 0.0% | |
| -0.60107651 | 1 | 0.0% | |
| -0.99174798 | 1 | 0.0% | |
| -0.98389506 | 1 | 0.0% | |
| -0.98791223 | 1 | 0.0% | |
| -0.77161711 | 1 | 0.0% | |
| -0.98373262 | 1 | 0.0% | |
| Other values (7338) | 7338 | 99.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.99999813 | 1 | 0.0% | |
| -0.99998886 | 1 | 0.0% | |
| -0.99998418 | 1 | 0.0% | |
| -0.99998382 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.63786668 | 1 | 0.0% | |
| 0.72309845 | 1 | 0.0% | |
| 0.77044367 | 1 | 0.0% | |
| 0.78176156 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
fBodyAcc-min()-Z
Numeric
| Distinct count | 7349 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.91257 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.99827 |
| Q1 | -0.99194 |
| Median | -0.97513 |
| Q3 | -0.87837 |
| 95-th percentile | -0.65466 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.11357 |
Descriptive statistics
| Standard deviation | 0.13343 |
|---|---|
| Coef of variation | -0.14621 |
| Kurtosis | 17.946 |
| Mean | -0.91257 |
| MAD | 0.091867 |
| Skewness | 3.1945 |
| Sum | -6709.2 |
| Variance | 0.017804 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.9935773 | 2 | 0.0% | |
| -0.99828837 | 2 | 0.0% | |
| -0.99386293 | 2 | 0.0% | |
| -0.99698994 | 1 | 0.0% | |
| -0.97887854 | 1 | 0.0% | |
| -0.7121885 | 1 | 0.0% | |
| -0.98974805 | 1 | 0.0% | |
| -0.97116251 | 1 | 0.0% | |
| -0.84467928 | 1 | 0.0% | |
| -0.84435286 | 1 | 0.0% | |
| Other values (7339) | 7339 | 99.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.99997677 | 1 | 0.0% | |
| -0.99996959 | 1 | 0.0% | |
| -0.9999682 | 1 | 0.0% | |
| -0.99995992 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.25880786 | 1 | 0.0% | |
| 0.26624427 | 1 | 0.0% | |
| 0.36230406 | 1 | 0.0% | |
| 0.40255332 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
fBodyAcc-skewness()-X
Numeric
| Distinct count | 7350 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.12856 |
|---|---|
| Minimum | -0.93121 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -0.93121 |
|---|---|
| 5-th percentile | -0.67393 |
| Q1 | -0.48684 |
| Median | -0.16327 |
| Q3 | 0.15511 |
| 95-th percentile | 0.60329 |
| Maximum | 1 |
| Range | 1.9312 |
| Interquartile range | 0.64195 |
Descriptive statistics
| Standard deviation | 0.40369 |
|---|---|
| Coef of variation | -3.14 |
| Kurtosis | -0.58785 |
| Mean | -0.12856 |
| MAD | 0.33573 |
| Skewness | 0.46174 |
| Sum | -945.19 |
| Variance | 0.16296 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.52618039 | 2 | 0.0% | |
| -0.11681998 | 2 | 0.0% | |
| 0.81824825 | 1 | 0.0% | |
| -0.63698651 | 1 | 0.0% | |
| -0.2938697 | 1 | 0.0% | |
| -0.70125673 | 1 | 0.0% | |
| -0.0292917 | 1 | 0.0% | |
| -0.49629918 | 1 | 0.0% | |
| -0.52847916 | 1 | 0.0% | |
| -0.56993073 | 1 | 0.0% | |
| Other values (7340) | 7340 | 99.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.93120793 | 1 | 0.0% | |
| -0.93099151 | 1 | 0.0% | |
| -0.91890884 | 1 | 0.0% | |
| -0.85127237 | 1 | 0.0% | |
| -0.84232814 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.96674478 | 1 | 0.0% | |
| 0.97351362 | 1 | 0.0% | |
| 0.98290613 | 1 | 0.0% | |
| 0.98766273 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
fBodyAcc-skewness()-Y
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.26383 |
|---|---|
| Minimum | -1 |
| Maximum | 0.97555 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.68483 |
| Q1 | -0.52313 |
| Median | -0.35694 |
| Q3 | -0.096814 |
| 95-th percentile | 0.51229 |
| Maximum | 0.97555 |
| Range | 1.9756 |
| Interquartile range | 0.42631 |
Descriptive statistics
| Standard deviation | 0.35849 |
|---|---|
| Coef of variation | -1.3588 |
| Kurtosis | 0.68337 |
| Mean | -0.26383 |
| MAD | 0.28023 |
| Skewness | 1.0829 |
| Sum | -1939.7 |
| Variance | 0.12852 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.36036801 | 1 | 0.0% | |
| -0.21581166 | 1 | 0.0% | |
| 0.30753807 | 1 | 0.0% | |
| -0.50610103 | 1 | 0.0% | |
| -0.70552737 | 1 | 0.0% | |
| -0.32136818 | 1 | 0.0% | |
| -0.45593745 | 1 | 0.0% | |
| -0.50849679 | 1 | 0.0% | |
| -0.32473335 | 1 | 0.0% | |
| -0.66923918 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.89290872 | 1 | 0.0% | |
| -0.87245141 | 1 | 0.0% | |
| -0.86946525 | 1 | 0.0% | |
| -0.86610238 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.94913005 | 1 | 0.0% | |
| 0.95430194 | 1 | 0.0% | |
| 0.95544231 | 1 | 0.0% | |
| 0.96182505 | 1 | 0.0% | |
| 0.97555005 | 1 | 0.0% |
fBodyAcc-skewness()-Z
Numeric
| Distinct count | 7351 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.23827 |
|---|---|
| Minimum | -1 |
| Maximum | 0.98494 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.77925 |
| Q1 | -0.56461 |
| Median | -0.31155 |
| Q3 | 0.03999 |
| 95-th percentile | 0.53508 |
| Maximum | 0.98494 |
| Range | 1.9849 |
| Interquartile range | 0.6046 |
Descriptive statistics
| Standard deviation | 0.40462 |
|---|---|
| Coef of variation | -1.6982 |
| Kurtosis | -0.47172 |
| Mean | -0.23827 |
| MAD | 0.33503 |
| Skewness | 0.57794 |
| Sum | -1751.7 |
| Variance | 0.16371 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.66002835 | 2 | 0.0% | |
| -0.66602985 | 1 | 0.0% | |
| -0.20979358 | 1 | 0.0% | |
| -0.77975166 | 1 | 0.0% | |
| -0.26081608 | 1 | 0.0% | |
| 0.85561546 | 1 | 0.0% | |
| -0.12983904 | 1 | 0.0% | |
| -0.20740225 | 1 | 0.0% | |
| -0.59669227 | 1 | 0.0% | |
| -0.032515918 | 1 | 0.0% | |
| Other values (7341) | 7341 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.9684568 | 1 | 0.0% | |
| -0.96200629 | 1 | 0.0% | |
| -0.94995824 | 1 | 0.0% | |
| -0.94534751 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.91296976 | 1 | 0.0% | |
| 0.92861264 | 1 | 0.0% | |
| 0.94325725 | 1 | 0.0% | |
| 0.96914212 | 1 | 0.0% | |
| 0.9849423 | 1 | 0.0% |
fBodyAcc-sma()
Highly correlated
This variable is highly correlated with fBodyAcc-max()-X and should be ignored for analysis
| Correlation | 0.92081 |
|---|
fBodyAcc-std()-X
Highly correlated
This variable is highly correlated with fBodyAcc-mean()-Y and should be ignored for analysis
| Correlation | 0.92792 |
|---|
fBodyAcc-std()-Y
Highly correlated
This variable is highly correlated with fBodyAcc-std()-X and should be ignored for analysis
| Correlation | 0.91071 |
|---|
fBodyAcc-std()-Z
Highly correlated
This variable is highly correlated with fBodyAcc-mean()-Z and should be ignored for analysis
| Correlation | 0.94835 |
|---|
fBodyAccJerk-bandsEnergy()-1,16
Highly correlated
This variable is highly correlated with fBodyAccJerk-bandsEnergy()-9,16 and should be ignored for analysis
| Correlation | 0.95453 |
|---|
fBodyAccJerk-bandsEnergy()-1,16.1
Highly correlated
This variable is highly correlated with fBodyAccJerk-bandsEnergy()-9,16.1 and should be ignored for analysis
| Correlation | 0.98757 |
|---|
fBodyAccJerk-bandsEnergy()-1,16.2
Highly correlated
This variable is highly correlated with fBodyAccJerk-bandsEnergy()-9,16.2 and should be ignored for analysis
| Correlation | 0.97888 |
|---|
fBodyAccJerk-bandsEnergy()-1,24
Highly correlated
This variable is highly correlated with fBodyAccJerk-bandsEnergy()-17,32 and should be ignored for analysis
| Correlation | 0.90363 |
|---|
fBodyAccJerk-bandsEnergy()-1,24.1
Highly correlated
This variable is highly correlated with fBodyAccJerk-bandsEnergy()-17,32.1 and should be ignored for analysis
| Correlation | 0.90391 |
|---|
fBodyAccJerk-bandsEnergy()-1,24.2
Highly correlated
This variable is highly correlated with fBodyAccJerk-bandsEnergy()-17,32.2 and should be ignored for analysis
| Correlation | 0.93102 |
|---|
fBodyAccJerk-bandsEnergy()-1,8
Highly correlated
This variable is highly correlated with fBodyAcc-bandsEnergy()-1,24 and should be ignored for analysis
| Correlation | 0.97483 |
|---|
fBodyAccJerk-bandsEnergy()-1,8.1
Highly correlated
This variable is highly correlated with fBodyAcc-bandsEnergy()-1,24.1 and should be ignored for analysis
| Correlation | 0.91886 |
|---|
fBodyAccJerk-bandsEnergy()-1,8.2
Highly correlated
This variable is highly correlated with fBodyAcc-bandsEnergy()-1,24.2 and should be ignored for analysis
| Correlation | 0.91693 |
|---|
fBodyAccJerk-bandsEnergy()-17,24
Highly correlated
This variable is highly correlated with fBodyAcc-bandsEnergy()-17,32 and should be ignored for analysis
| Correlation | 0.98297 |
|---|
fBodyAccJerk-bandsEnergy()-17,24.1
Highly correlated
This variable is highly correlated with fBodyAccJerk-energy()-Y and should be ignored for analysis
| Correlation | 0.91198 |
|---|
fBodyAccJerk-bandsEnergy()-17,24.2
Highly correlated
This variable is highly correlated with fBodyAccJerk-energy()-Z and should be ignored for analysis
| Correlation | 0.94015 |
|---|
fBodyAccJerk-bandsEnergy()-17,32
Highly correlated
This variable is highly correlated with fBodyAccJerk-bandsEnergy()-25,32 and should be ignored for analysis
| Correlation | 0.90359 |
|---|
fBodyAccJerk-bandsEnergy()-17,32.1
Highly correlated
This variable is highly correlated with fBodyAccJerk-bandsEnergy()-17,24.1 and should be ignored for analysis
| Correlation | 0.98311 |
|---|
fBodyAccJerk-bandsEnergy()-17,32.2
Highly correlated
This variable is highly correlated with fBodyAccJerk-bandsEnergy()-25,32.2 and should be ignored for analysis
| Correlation | 0.92158 |
|---|
fBodyAccJerk-bandsEnergy()-25,32
Highly correlated
This variable is highly correlated with fBodyAcc-bandsEnergy()-25,48 and should be ignored for analysis
| Correlation | 0.95078 |
|---|
fBodyAccJerk-bandsEnergy()-25,32.1
Highly correlated
This variable is highly correlated with fBodyAcc-bandsEnergy()-25,48.1 and should be ignored for analysis
| Correlation | 0.96258 |
|---|
fBodyAccJerk-bandsEnergy()-25,32.2
Highly correlated
This variable is highly correlated with fBodyAcc-bandsEnergy()-25,48.2 and should be ignored for analysis
| Correlation | 0.98423 |
|---|
fBodyAccJerk-bandsEnergy()-25,48
Highly correlated
This variable is highly correlated with fBodyAccJerk-bandsEnergy()-33,48 and should be ignored for analysis
| Correlation | 0.94712 |
|---|
fBodyAccJerk-bandsEnergy()-25,48.1
Highly correlated
This variable is highly correlated with fBodyAccJerk-bandsEnergy()-33,48.1 and should be ignored for analysis
| Correlation | 0.95088 |
|---|
fBodyAccJerk-bandsEnergy()-25,48.2
Highly correlated
This variable is highly correlated with fBodyAccJerk-bandsEnergy()-33,48.2 and should be ignored for analysis
| Correlation | 0.9594 |
|---|
fBodyAccJerk-bandsEnergy()-33,40
Highly correlated
This variable is highly correlated with fBodyAcc-bandsEnergy()-33,48 and should be ignored for analysis
| Correlation | 0.91428 |
|---|
fBodyAccJerk-bandsEnergy()-33,40.1
Highly correlated
This variable is highly correlated with fBodyAcc-bandsEnergy()-33,48.1 and should be ignored for analysis
| Correlation | 0.93237 |
|---|
fBodyAccJerk-bandsEnergy()-33,40.2
Highly correlated
This variable is highly correlated with fBodyAcc-bandsEnergy()-25,48.2 and should be ignored for analysis
| Correlation | 0.91242 |
|---|
fBodyAccJerk-bandsEnergy()-33,48
Highly correlated
This variable is highly correlated with fBodyAccJerk-bandsEnergy()-41,48 and should be ignored for analysis
| Correlation | 0.94849 |
|---|
fBodyAccJerk-bandsEnergy()-33,48.1
Highly correlated
This variable is highly correlated with fBodyAccJerk-bandsEnergy()-41,48.1 and should be ignored for analysis
| Correlation | 0.93617 |
|---|
fBodyAccJerk-bandsEnergy()-33,48.2
Highly correlated
This variable is highly correlated with fBodyAccJerk-bandsEnergy()-41,48.2 and should be ignored for analysis
| Correlation | 0.9385 |
|---|
fBodyAccJerk-bandsEnergy()-41,48
Highly correlated
This variable is highly correlated with fBodyAcc-bandsEnergy()-41,48 and should be ignored for analysis
| Correlation | 0.91924 |
|---|
fBodyAccJerk-bandsEnergy()-41,48.1
Highly correlated
This variable is highly correlated with fBodyAcc-bandsEnergy()-41,48.1 and should be ignored for analysis
| Correlation | 0.94103 |
|---|
fBodyAccJerk-bandsEnergy()-41,48.2
Highly correlated
This variable is highly correlated with fBodyAcc-bandsEnergy()-33,48.2 and should be ignored for analysis
| Correlation | 0.91544 |
|---|
fBodyAccJerk-bandsEnergy()-49,56
Numeric
| Distinct count | 7000 |
|---|---|
| Unique (%) | 95.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.94411 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.99997 |
| Q1 | -0.99992 |
| Median | -0.9994 |
| Q3 | -0.92311 |
| 95-th percentile | -0.7478 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.076818 |
Descriptive statistics
| Standard deviation | 0.10471 |
|---|---|
| Coef of variation | -0.11091 |
| Kurtosis | 32.74 |
| Mean | -0.94411 |
| MAD | 0.067786 |
| Skewness | 4.0837 |
| Sum | -6941.1 |
| Variance | 0.010965 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.99996023 | 4 | 0.1% | |
| -0.99994238 | 4 | 0.1% | |
| -0.99992849 | 3 | 0.0% | |
| -0.99993977 | 3 | 0.0% | |
| -0.99995867 | 3 | 0.0% | |
| -0.99993657 | 3 | 0.0% | |
| -0.99996966 | 3 | 0.0% | |
| -0.99996184 | 3 | 0.0% | |
| -0.99989642 | 3 | 0.0% | |
| -0.99997829 | 3 | 0.0% | |
| Other values (6990) | 7320 | 99.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.99999981 | 1 | 0.0% | |
| -0.99999641 | 1 | 0.0% | |
| -0.99999634 | 1 | 0.0% | |
| -0.99999629 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.090628946 | 1 | 0.0% | |
| 0.098937929 | 1 | 0.0% | |
| 0.19931323 | 1 | 0.0% | |
| 0.21238393 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
fBodyAccJerk-bandsEnergy()-49,56.1
Numeric
| Distinct count | 7256 |
|---|---|
| Unique (%) | 98.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.92219 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.99992 |
| Q1 | -0.99977 |
| Median | -0.99839 |
| Q3 | -0.88669 |
| 95-th percentile | -0.65689 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.11308 |
Descriptive statistics
| Standard deviation | 0.13205 |
|---|---|
| Coef of variation | -0.14319 |
| Kurtosis | 17.516 |
| Mean | -0.92219 |
| MAD | 0.092364 |
| Skewness | 3.0687 |
| Sum | -6779.9 |
| Variance | 0.017436 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.99977034 | 3 | 0.0% | |
| -0.99989239 | 3 | 0.0% | |
| -0.99983209 | 3 | 0.0% | |
| -0.99986358 | 3 | 0.0% | |
| -0.99979085 | 2 | 0.0% | |
| -0.99983506 | 2 | 0.0% | |
| -0.99969726 | 2 | 0.0% | |
| -0.99967977 | 2 | 0.0% | |
| -0.99977951 | 2 | 0.0% | |
| -0.99949092 | 2 | 0.0% | |
| Other values (7246) | 7328 | 99.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.99999547 | 1 | 0.0% | |
| -0.99999299 | 1 | 0.0% | |
| -0.99998928 | 1 | 0.0% | |
| -0.99998924 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.057300823 | 1 | 0.0% | |
| 0.25160161 | 1 | 0.0% | |
| 0.32375324 | 1 | 0.0% | |
| 0.70846307 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
fBodyAccJerk-bandsEnergy()-49,56.2
Numeric
| Distinct count | 7300 |
|---|---|
| Unique (%) | 99.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.929 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.99981 |
| Q1 | -0.99949 |
| Median | -0.99787 |
| Q3 | -0.91392 |
| 95-th percentile | -0.67547 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.085575 |
Descriptive statistics
| Standard deviation | 0.14039 |
|---|---|
| Coef of variation | -0.15112 |
| Kurtosis | 24.37 |
| Mean | -0.929 |
| MAD | 0.087492 |
| Skewness | 3.9805 |
| Sum | -6830 |
| Variance | 0.019709 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.99926819 | 3 | 0.0% | |
| -0.99930825 | 2 | 0.0% | |
| -0.99986908 | 2 | 0.0% | |
| -0.99971108 | 2 | 0.0% | |
| -0.99984767 | 2 | 0.0% | |
| -0.99948155 | 2 | 0.0% | |
| -0.99945648 | 2 | 0.0% | |
| -0.99949213 | 2 | 0.0% | |
| -0.99943273 | 2 | 0.0% | |
| -0.99900283 | 2 | 0.0% | |
| Other values (7290) | 7331 | 99.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.99999771 | 1 | 0.0% | |
| -0.99999619 | 1 | 0.0% | |
| -0.99998024 | 1 | 0.0% | |
| -0.99997559 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.46568106 | 1 | 0.0% | |
| 0.51726376 | 1 | 0.0% | |
| 0.51827049 | 1 | 0.0% | |
| 0.57042521 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
fBodyAccJerk-bandsEnergy()-49,64
Highly correlated
This variable is highly correlated with fBodyAccJerk-bandsEnergy()-49,56 and should be ignored for analysis
| Correlation | 0.99589 |
|---|
fBodyAccJerk-bandsEnergy()-49,64.1
Highly correlated
This variable is highly correlated with fBodyAccJerk-bandsEnergy()-49,56.1 and should be ignored for analysis
| Correlation | 0.99636 |
|---|
fBodyAccJerk-bandsEnergy()-49,64.2
Highly correlated
This variable is highly correlated with fBodyAccJerk-bandsEnergy()-49,56.2 and should be ignored for analysis
| Correlation | 0.99726 |
|---|
fBodyAccJerk-bandsEnergy()-57,64
Numeric
| Distinct count | 5865 |
|---|---|
| Unique (%) | 79.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.98406 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | -0.99999 |
| Median | -0.99989 |
| Q3 | -0.99136 |
| 95-th percentile | -0.91782 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.0086298 |
Descriptive statistics
| Standard deviation | 0.058027 |
|---|---|
| Coef of variation | -0.058967 |
| Kurtosis | 376.06 |
| Mean | -0.98406 |
| MAD | 0.02316 |
| Skewness | 14.706 |
| Sum | -7234.8 |
| Variance | 0.0033672 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.99999983 | 12 | 0.2% | |
| -0.99999978 | 10 | 0.1% | |
| -0.99999894 | 10 | 0.1% | |
| -0.99999945 | 10 | 0.1% | |
| -0.99999913 | 10 | 0.1% | |
| -0.99999835 | 10 | 0.1% | |
| -0.99999973 | 10 | 0.1% | |
| -0.99999964 | 10 | 0.1% | |
| -0.99999936 | 10 | 0.1% | |
| -0.99999984 | 10 | 0.1% | |
| Other values (5855) | 7250 | 98.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 2 | 0.0% | |
| -0.99999999 | 6 | 0.1% | |
| -0.99999998 | 6 | 0.1% | |
| -0.99999997 | 4 | 0.1% | |
| -0.99999996 | 9 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| -0.13714765 | 1 | 0.0% | |
| -0.050218287 | 1 | 0.0% | |
| 0.25111069 | 1 | 0.0% | |
| 0.82381917 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
fBodyAccJerk-bandsEnergy()-57,64.1
Numeric
| Distinct count | 6745 |
|---|---|
| Unique (%) | 91.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.97097 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | -0.99997 |
| Median | -0.99959 |
| Q3 | -0.98413 |
| 95-th percentile | -0.84862 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.015833 |
Descriptive statistics
| Standard deviation | 0.094487 |
|---|---|
| Coef of variation | -0.097312 |
| Kurtosis | 120.36 |
| Mean | -0.97097 |
| MAD | 0.04179 |
| Skewness | 8.8179 |
| Sum | -7138.6 |
| Variance | 0.0089277 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.99999632 | 6 | 0.1% | |
| -0.99999879 | 6 | 0.1% | |
| -0.9999961 | 5 | 0.1% | |
| -0.99999433 | 5 | 0.1% | |
| -0.99999809 | 4 | 0.1% | |
| -0.99999969 | 4 | 0.1% | |
| -0.99999967 | 4 | 0.1% | |
| -0.99999436 | 4 | 0.1% | |
| -0.99999786 | 4 | 0.1% | |
| -0.99999479 | 4 | 0.1% | |
| Other values (6735) | 7306 | 99.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.99999998 | 1 | 0.0% | |
| -0.99999997 | 1 | 0.0% | |
| -0.99999994 | 1 | 0.0% | |
| -0.99999993 | 2 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.42851709 | 1 | 0.0% | |
| 0.63217328 | 1 | 0.0% | |
| 0.83869955 | 1 | 0.0% | |
| 0.90093988 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
fBodyAccJerk-bandsEnergy()-57,64.2
Numeric
| Distinct count | 7045 |
|---|---|
| Unique (%) | 95.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.96949 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.99999 |
| Q1 | -0.99993 |
| Median | -0.9994 |
| Q3 | -0.98699 |
| 95-th percentile | -0.84722 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.012943 |
Descriptive statistics
| Standard deviation | 0.10577 |
|---|---|
| Coef of variation | -0.1091 |
| Kurtosis | 92.403 |
| Mean | -0.96949 |
| MAD | 0.045036 |
| Skewness | 8.1001 |
| Sum | -7127.7 |
| Variance | 0.011187 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.99999904 | 4 | 0.1% | |
| -0.99999567 | 4 | 0.1% | |
| -0.99999772 | 3 | 0.0% | |
| -0.9999948 | 3 | 0.0% | |
| -0.99994497 | 3 | 0.0% | |
| -0.99999733 | 3 | 0.0% | |
| -0.99997119 | 3 | 0.0% | |
| -0.99987066 | 3 | 0.0% | |
| -0.99993451 | 3 | 0.0% | |
| -0.9999979 | 3 | 0.0% | |
| Other values (7035) | 7320 | 99.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.99999999 | 1 | 0.0% | |
| -0.99999995 | 1 | 0.0% | |
| -0.99999992 | 1 | 0.0% | |
| -0.99999991 | 2 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.54227759 | 1 | 0.0% | |
| 0.65357499 | 1 | 0.0% | |
| 0.70650158 | 1 | 0.0% | |
| 0.93376564 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
fBodyAccJerk-bandsEnergy()-9,16
Highly correlated
This variable is highly correlated with fBodyAccJerk-energy()-X and should be ignored for analysis
| Correlation | 0.92659 |
|---|
fBodyAccJerk-bandsEnergy()-9,16.1
Highly correlated
This variable is highly correlated with fBodyAccJerk-energy()-Y and should be ignored for analysis
| Correlation | 0.917 |
|---|
fBodyAccJerk-bandsEnergy()-9,16.2
Highly correlated
This variable is highly correlated with fBodyAcc-bandsEnergy()-9,16.2 and should be ignored for analysis
| Correlation | 0.97993 |
|---|
fBodyAccJerk-energy()-X
Highly correlated
This variable is highly correlated with fBodyAccJerk-sma() and should be ignored for analysis
| Correlation | 0.921 |
|---|
fBodyAccJerk-energy()-Y
Highly correlated
This variable is highly correlated with fBodyAccJerk-sma() and should be ignored for analysis
| Correlation | 0.91997 |
|---|
fBodyAccJerk-energy()-Z
Highly correlated
This variable is highly correlated with fBodyAccJerk-max()-Z and should be ignored for analysis
| Correlation | 0.90814 |
|---|
fBodyAccJerk-entropy()-X
Highly correlated
This variable is highly correlated with fBodyAccJerk-iqr()-Y and should be ignored for analysis
| Correlation | 0.94034 |
|---|
fBodyAccJerk-entropy()-Y
Highly correlated
This variable is highly correlated with fBodyAccJerk-entropy()-X and should be ignored for analysis
| Correlation | 0.98867 |
|---|
fBodyAccJerk-entropy()-Z
Highly correlated
This variable is highly correlated with fBodyAccJerk-entropy()-Y and should be ignored for analysis
| Correlation | 0.97627 |
|---|
fBodyAccJerk-iqr()-X
Highly correlated
This variable is highly correlated with fBodyAccJerk-energy()-X and should be ignored for analysis
| Correlation | 0.93219 |
|---|
fBodyAccJerk-iqr()-Y
Highly correlated
This variable is highly correlated with fBodyAccJerk-iqr()-X and should be ignored for analysis
| Correlation | 0.93502 |
|---|
fBodyAccJerk-iqr()-Z
Highly correlated
This variable is highly correlated with fBodyAccJerk-energy()-Z and should be ignored for analysis
| Correlation | 0.90829 |
|---|
fBodyAccJerk-kurtosis()-X
Highly correlated
This variable is highly correlated with fBodyAccJerk-skewness()-X and should be ignored for analysis
| Correlation | 0.94787 |
|---|
fBodyAccJerk-kurtosis()-Y
Highly correlated
This variable is highly correlated with fBodyAccJerk-skewness()-Y and should be ignored for analysis
| Correlation | 0.93356 |
|---|
fBodyAccJerk-kurtosis()-Z
Highly correlated
This variable is highly correlated with fBodyAccJerk-skewness()-Z and should be ignored for analysis
| Correlation | 0.93491 |
|---|
fBodyAccJerk-mad()-X
Highly correlated
This variable is highly correlated with fBodyAccJerk-std()-Y and should be ignored for analysis
| Correlation | 0.94422 |
|---|
fBodyAccJerk-mad()-Y
Highly correlated
This variable is highly correlated with fBodyAccJerk-mad()-X and should be ignored for analysis
| Correlation | 0.95216 |
|---|
fBodyAccJerk-mad()-Z
Highly correlated
This variable is highly correlated with fBodyAccJerk-mad()-X and should be ignored for analysis
| Correlation | 0.90969 |
|---|
fBodyAccJerk-max()-X
Highly correlated
This variable is highly correlated with fBodyAccJerk-mad()-Y and should be ignored for analysis
| Correlation | 0.92337 |
|---|
fBodyAccJerk-max()-Y
Highly correlated
This variable is highly correlated with fBodyAccJerk-mad()-Y and should be ignored for analysis
| Correlation | 0.96708 |
|---|
fBodyAccJerk-max()-Z
Highly correlated
This variable is highly correlated with fBodyAccJerk-mad()-Z and should be ignored for analysis
| Correlation | 0.96539 |
|---|
fBodyAccJerk-maxInds-X
Numeric
| Distinct count | 48 |
|---|---|
| Unique (%) | 0.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.42211 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 2.6% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.88 |
| Q1 | -0.68 |
| Median | -0.4 |
| Q3 | -0.16 |
| 95-th percentile | 0.08 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.52 |
Descriptive statistics
| Standard deviation | 0.32669 |
|---|---|
| Coef of variation | -0.77395 |
| Kurtosis | -0.44931 |
| Mean | -0.42211 |
| MAD | 0.27277 |
| Skewness | 0.23312 |
| Sum | -3103.3 |
| Variance | 0.10673 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.88 | 729 | 9.9% | |
| -0.84 | 589 | 8.0% | |
| -0.32 | 391 | 5.3% | |
| -0.48 | 354 | 4.8% | |
| -0.68 | 348 | 4.7% | |
| -0.36 | 344 | 4.7% | |
| -0.24 | 337 | 4.6% | |
| -0.52 | 331 | 4.5% | |
| -0.28 | 299 | 4.1% | |
| -0.16 | 290 | 3.9% | |
| Other values (38) | 3340 | 45.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 74 | 1.0% | |
| -0.96 | 1 | 0.0% | |
| -0.92 | 67 | 0.9% | |
| -0.88 | 729 | 9.9% | |
| -0.84 | 589 | 8.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.76 | 4 | 0.1% | |
| 0.8 | 1 | 0.0% | |
| 0.88 | 1 | 0.0% | |
| 0.96 | 3 | 0.0% | |
| 1.0 | 3 | 0.0% |
fBodyAccJerk-maxInds-Y
Numeric
| Distinct count | 48 |
|---|---|
| Unique (%) | 0.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.39882 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 1.5% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.84 |
| Q1 | -0.56 |
| Median | -0.4 |
| Q3 | -0.24 |
| 95-th percentile | 0.08 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.32 |
Descriptive statistics
| Standard deviation | 0.26797 |
|---|---|
| Coef of variation | -0.67189 |
| Kurtosis | 0.92213 |
| Mean | -0.39882 |
| MAD | 0.20725 |
| Skewness | 0.50584 |
| Sum | -2932.2 |
| Variance | 0.071806 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.44 | 518 | 7.0% | |
| -0.32 | 478 | 6.5% | |
| -0.4 | 471 | 6.4% | |
| -0.48 | 464 | 6.3% | |
| -0.52 | 436 | 5.9% | |
| -0.36 | 423 | 5.8% | |
| -0.56 | 421 | 5.7% | |
| -0.28 | 397 | 5.4% | |
| -0.6 | 343 | 4.7% | |
| -0.24 | 342 | 4.7% | |
| Other values (38) | 3059 | 41.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 74 | 1.0% | |
| -0.96 | 5 | 0.1% | |
| -0.92 | 39 | 0.5% | |
| -0.88 | 176 | 2.4% | |
| -0.84 | 105 | 1.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.76 | 2 | 0.0% | |
| 0.8 | 1 | 0.0% | |
| 0.88 | 1 | 0.0% | |
| 0.92 | 4 | 0.1% | |
| 1.0 | 2 | 0.0% |
fBodyAccJerk-maxInds-Z
Numeric
| Distinct count | 49 |
|---|---|
| Unique (%) | 0.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.33046 |
|---|---|
| Minimum | -1 |
| Maximum | 0.96 |
| Zeros (%) | 2.6% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.88 |
| Q1 | -0.52 |
| Median | -0.32 |
| Q3 | -0.16 |
| 95-th percentile | 0.16 |
| Maximum | 0.96 |
| Range | 1.96 |
| Interquartile range | 0.36 |
Descriptive statistics
| Standard deviation | 0.29774 |
|---|---|
| Coef of variation | -0.90099 |
| Kurtosis | 0.38305 |
| Mean | -0.33046 |
| MAD | 0.22982 |
| Skewness | 0.033186 |
| Sum | -2429.5 |
| Variance | 0.088649 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.32 | 497 | 6.8% | |
| -0.28 | 488 | 6.6% | |
| -0.36 | 475 | 6.5% | |
| -0.24 | 400 | 5.4% | |
| -0.2 | 378 | 5.1% | |
| -0.4 | 377 | 5.1% | |
| -0.48 | 374 | 5.1% | |
| -0.44 | 366 | 5.0% | |
| -0.16 | 341 | 4.6% | |
| -0.12 | 308 | 4.2% | |
| Other values (39) | 3348 | 45.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 88 | 1.2% | |
| -0.96 | 192 | 2.6% | |
| -0.92 | 14 | 0.2% | |
| -0.88 | 172 | 2.3% | |
| -0.84 | 110 | 1.5% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.8 | 6 | 0.1% | |
| 0.84 | 1 | 0.0% | |
| 0.88 | 2 | 0.0% | |
| 0.92 | 1 | 0.0% | |
| 0.96 | 2 | 0.0% |
fBodyAccJerk-mean()-X
Highly correlated
This variable is highly correlated with fBodyAcc-bandsEnergy()-1,24 and should be ignored for analysis
| Correlation | 0.90259 |
|---|
fBodyAccJerk-mean()-Y
Highly correlated
This variable is highly correlated with fBodyAccJerk-mean()-X and should be ignored for analysis
| Correlation | 0.9563 |
|---|
fBodyAccJerk-mean()-Z
Highly correlated
This variable is highly correlated with fBodyAccJerk-mean()-Y and should be ignored for analysis
| Correlation | 0.90823 |
|---|
fBodyAccJerk-meanFreq()-X
Highly correlated
This variable is highly correlated with tBodyAccJerk-arCoeff()-X,1 and should be ignored for analysis
| Correlation | 0.92653 |
|---|
fBodyAccJerk-meanFreq()-Y
Highly correlated
This variable is highly correlated with tBodyAccJerk-arCoeff()-Y,1 and should be ignored for analysis
| Correlation | 0.90164 |
|---|
fBodyAccJerk-meanFreq()-Z
Highly correlated
This variable is highly correlated with tBodyAcc-arCoeff()-Z,1 and should be ignored for analysis
| Correlation | 0.90048 |
|---|
fBodyAccJerk-min()-X
Numeric
| Distinct count | 7344 |
|---|---|
| Unique (%) | 99.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.88196 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.99905 |
| Q1 | -0.99519 |
| Median | -0.98426 |
| Q3 | -0.8322 |
| 95-th percentile | -0.48193 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.16299 |
Descriptive statistics
| Standard deviation | 0.19099 |
|---|---|
| Coef of variation | -0.21655 |
| Kurtosis | 8.5677 |
| Mean | -0.88196 |
| MAD | 0.1376 |
| Skewness | 2.5006 |
| Sum | -6484.2 |
| Variance | 0.036477 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.99709868 | 2 | 0.0% | |
| -0.99539435 | 2 | 0.0% | |
| -0.9981482 | 2 | 0.0% | |
| -0.99956915 | 2 | 0.0% | |
| -0.99723785 | 2 | 0.0% | |
| -0.99472674 | 2 | 0.0% | |
| -0.99280746 | 2 | 0.0% | |
| -0.99099316 | 2 | 0.0% | |
| -0.99056384 | 1 | 0.0% | |
| -0.65181748 | 1 | 0.0% | |
| Other values (7334) | 7334 | 99.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.99998948 | 1 | 0.0% | |
| -0.99998788 | 1 | 0.0% | |
| -0.99998786 | 1 | 0.0% | |
| -0.99998526 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.48089848 | 1 | 0.0% | |
| 0.50781676 | 1 | 0.0% | |
| 0.65456683 | 1 | 0.0% | |
| 0.77485807 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
fBodyAccJerk-min()-Y
Numeric
| Distinct count | 7349 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.86147 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.99831 |
| Q1 | -0.99158 |
| Median | -0.97192 |
| Q3 | -0.80231 |
| 95-th percentile | -0.41543 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.18927 |
Descriptive statistics
| Standard deviation | 0.21394 |
|---|---|
| Coef of variation | -0.24835 |
| Kurtosis | 7.5663 |
| Mean | -0.86147 |
| MAD | 0.15485 |
| Skewness | 2.4114 |
| Sum | -6333.5 |
| Variance | 0.045772 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.99440019 | 2 | 0.0% | |
| -0.99187613 | 2 | 0.0% | |
| -0.99473986 | 2 | 0.0% | |
| -0.99801226 | 1 | 0.0% | |
| -0.49864179 | 1 | 0.0% | |
| -0.71360747 | 1 | 0.0% | |
| -0.8966012 | 1 | 0.0% | |
| -0.72453039 | 1 | 0.0% | |
| -0.82999054 | 1 | 0.0% | |
| -0.98177575 | 1 | 0.0% | |
| Other values (7339) | 7339 | 99.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.99999774 | 1 | 0.0% | |
| -0.99999737 | 1 | 0.0% | |
| -0.99999726 | 1 | 0.0% | |
| -0.99999592 | 1 | 0.0% | |
| -0.99999452 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.57614364 | 1 | 0.0% | |
| 0.62467765 | 1 | 0.0% | |
| 0.74237336 | 1 | 0.0% | |
| 0.93358012 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
fBodyAccJerk-min()-Z
Numeric
| Distinct count | 7348 |
|---|---|
| Unique (%) | 99.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.88284 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.99779 |
| Q1 | -0.98932 |
| Median | -0.97022 |
| Q3 | -0.84293 |
| 95-th percentile | -0.50634 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.1464 |
Descriptive statistics
| Standard deviation | 0.18466 |
|---|---|
| Coef of variation | -0.20916 |
| Kurtosis | 11.726 |
| Mean | -0.88284 |
| MAD | 0.12745 |
| Skewness | 2.8676 |
| Sum | -6490.7 |
| Variance | 0.034099 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.98665251 | 2 | 0.0% | |
| -0.98893536 | 2 | 0.0% | |
| -0.99616237 | 2 | 0.0% | |
| -0.99679106 | 2 | 0.0% | |
| -0.94725939 | 1 | 0.0% | |
| -0.9666848 | 1 | 0.0% | |
| -0.9851111 | 1 | 0.0% | |
| -0.99146318 | 1 | 0.0% | |
| -0.91344946 | 1 | 0.0% | |
| -0.47548618 | 1 | 0.0% | |
| Other values (7338) | 7338 | 99.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.99999433 | 1 | 0.0% | |
| -0.99998184 | 1 | 0.0% | |
| -0.99996752 | 1 | 0.0% | |
| -0.99994854 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.62177563 | 1 | 0.0% | |
| 0.62876808 | 1 | 0.0% | |
| 0.6298199 | 1 | 0.0% | |
| 0.80385973 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
fBodyAccJerk-skewness()-X
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.32099 |
|---|---|
| Minimum | -1 |
| Maximum | 0.82921 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.66255 |
| Q1 | -0.50888 |
| Median | -0.35915 |
| Q3 | -0.17119 |
| 95-th percentile | 0.14246 |
| Maximum | 0.82921 |
| Range | 1.8292 |
| Interquartile range | 0.33769 |
Descriptive statistics
| Standard deviation | 0.2552 |
|---|---|
| Coef of variation | -0.79503 |
| Kurtosis | 0.86512 |
| Mean | -0.32099 |
| MAD | 0.20172 |
| Skewness | 0.82615 |
| Sum | -2359.9 |
| Variance | 0.065127 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.41986809 | 1 | 0.0% | |
| -0.15780289 | 1 | 0.0% | |
| -0.70347611 | 1 | 0.0% | |
| -0.40044965 | 1 | 0.0% | |
| 0.231315 | 1 | 0.0% | |
| -0.070810893 | 1 | 0.0% | |
| -0.4239481 | 1 | 0.0% | |
| -0.39828302 | 1 | 0.0% | |
| -0.58641643 | 1 | 0.0% | |
| -0.41941737 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.9911018 | 1 | 0.0% | |
| -0.94868378 | 1 | 0.0% | |
| -0.91890769 | 1 | 0.0% | |
| -0.90020214 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.7730792 | 1 | 0.0% | |
| 0.7839319 | 1 | 0.0% | |
| 0.78448605 | 1 | 0.0% | |
| 0.78613288 | 1 | 0.0% | |
| 0.82920557 | 1 | 0.0% |
fBodyAccJerk-skewness()-Y
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.39613 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.6561 |
| Q1 | -0.5351 |
| Median | -0.41747 |
| Q3 | -0.28791 |
| 95-th percentile | -0.054035 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.24719 |
Descriptive statistics
| Standard deviation | 0.19055 |
|---|---|
| Coef of variation | -0.48103 |
| Kurtosis | 2.2998 |
| Mean | -0.39613 |
| MAD | 0.14828 |
| Skewness | 0.95611 |
| Sum | -2912.3 |
| Variance | 0.036308 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.50700866 | 1 | 0.0% | |
| -0.56031771 | 1 | 0.0% | |
| -0.70131207 | 1 | 0.0% | |
| -0.041135477 | 1 | 0.0% | |
| -0.23995393 | 1 | 0.0% | |
| -0.55441536 | 1 | 0.0% | |
| -0.3518338 | 1 | 0.0% | |
| -0.28626125 | 1 | 0.0% | |
| -0.35420612 | 1 | 0.0% | |
| -0.3587972 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.90527367 | 1 | 0.0% | |
| -0.89446822 | 1 | 0.0% | |
| -0.85163287 | 1 | 0.0% | |
| -0.83172246 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.67898193 | 1 | 0.0% | |
| 0.79521656 | 1 | 0.0% | |
| 0.91822918 | 1 | 0.0% | |
| 0.94657137 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
fBodyAccJerk-skewness()-Z
Numeric
| Distinct count | 7351 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.48669 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.75088 |
| Q1 | -0.62891 |
| Median | -0.52018 |
| Q3 | -0.38204 |
| 95-th percentile | -0.11105 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.24687 |
Descriptive statistics
| Standard deviation | 0.2027 |
|---|---|
| Coef of variation | -0.4165 |
| Kurtosis | 2.8045 |
| Mean | -0.48669 |
| MAD | 0.15525 |
| Skewness | 1.162 |
| Sum | -3578.1 |
| Variance | 0.041089 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.50369776 | 2 | 0.0% | |
| -0.72670053 | 1 | 0.0% | |
| -0.31886775 | 1 | 0.0% | |
| -0.58193971 | 1 | 0.0% | |
| 0.31114324 | 1 | 0.0% | |
| -0.68653675 | 1 | 0.0% | |
| -0.90730244 | 1 | 0.0% | |
| -0.39803777 | 1 | 0.0% | |
| -0.55083265 | 1 | 0.0% | |
| -0.62558145 | 1 | 0.0% | |
| Other values (7341) | 7341 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.97666752 | 1 | 0.0% | |
| -0.97050595 | 1 | 0.0% | |
| -0.93834197 | 1 | 0.0% | |
| -0.91672714 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.73136447 | 1 | 0.0% | |
| 0.76091503 | 1 | 0.0% | |
| 0.81273782 | 1 | 0.0% | |
| 0.85859182 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
fBodyAccJerk-sma()
Highly correlated
This variable is highly correlated with fBodyAccJerk-max()-Z and should be ignored for analysis
| Correlation | 0.90458 |
|---|
fBodyAccJerk-std()-X
Highly correlated
This variable is highly correlated with fBodyAccJerk-mean()-Z and should be ignored for analysis
| Correlation | 0.9127 |
|---|
fBodyAccJerk-std()-Y
Highly correlated
This variable is highly correlated with fBodyAccJerk-std()-X and should be ignored for analysis
| Correlation | 0.94319 |
|---|
fBodyAccJerk-std()-Z
Highly correlated
This variable is highly correlated with fBodyAccJerk-mean()-Z and should be ignored for analysis
| Correlation | 0.98676 |
|---|
fBodyAccMag-energy()
Highly correlated
This variable is highly correlated with fBodyAccMag-sma() and should be ignored for analysis
| Correlation | 0.94067 |
|---|
fBodyAccMag-entropy()
Highly correlated
This variable is highly correlated with fBodyAccMag-iqr() and should be ignored for analysis
| Correlation | 0.92244 |
|---|
fBodyAccMag-iqr()
Highly correlated
This variable is highly correlated with fBodyAccMag-energy() and should be ignored for analysis
| Correlation | 0.91236 |
|---|
fBodyAccMag-kurtosis()
Highly correlated
This variable is highly correlated with fBodyAccMag-skewness() and should be ignored for analysis
| Correlation | 0.97928 |
|---|
fBodyAccMag-mad()
Highly correlated
This variable is highly correlated with fBodyAccMag-std() and should be ignored for analysis
| Correlation | 0.98918 |
|---|
fBodyAccMag-max()
Highly correlated
This variable is highly correlated with fBodyAccMag-mad() and should be ignored for analysis
| Correlation | 0.94375 |
|---|
fBodyAccMag-maxInds
Numeric
| Distinct count | 29 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.75115 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | -1 |
| Median | -0.7931 |
| Q3 | -0.51724 |
| 95-th percentile | -0.31034 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.48276 |
Descriptive statistics
| Standard deviation | 0.26874 |
|---|---|
| Coef of variation | -0.35776 |
| Kurtosis | 2.1645 |
| Mean | -0.75115 |
| MAD | 0.22059 |
| Skewness | 1.2807 |
| Sum | -5522.5 |
| Variance | 0.072219 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -1.0 | 2077 | 28.3% | |
| -0.93103448 | 1158 | 15.8% | |
| -0.79310345 | 1039 | 14.1% | |
| -0.44827586 | 803 | 10.9% | |
| -0.51724138 | 412 | 5.6% | |
| -0.37931034 | 397 | 5.4% | |
| -0.86206897 | 380 | 5.2% | |
| -0.72413793 | 358 | 4.9% | |
| -0.5862069 | 192 | 2.6% | |
| -0.31034483 | 135 | 1.8% | |
| Other values (19) | 401 | 5.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 2077 | 28.3% | |
| -0.93103448 | 1158 | 15.8% | |
| -0.86206897 | 380 | 5.2% | |
| -0.79310345 | 1039 | 14.1% | |
| -0.72413793 | 358 | 4.9% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.65517241 | 2 | 0.0% | |
| 0.72413793 | 4 | 0.1% | |
| 0.86206897 | 1 | 0.0% | |
| 0.93103448 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
fBodyAccMag-mean()
Highly correlated
This variable is highly correlated with fBodyGyro-entropy()-Z and should be ignored for analysis
| Correlation | 0.91654 |
|---|
fBodyAccMag-meanFreq()
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.073137 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.36183 |
| Q1 | -0.09894 |
| Median | 0.067694 |
| Q3 | 0.2417 |
| 95-th percentile | 0.53614 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.34064 |
Descriptive statistics
| Standard deviation | 0.26725 |
|---|---|
| Coef of variation | 3.6541 |
| Kurtosis | 0.16167 |
| Mean | 0.073137 |
| MAD | 0.21007 |
| Skewness | 0.020383 |
| Sum | 537.7 |
| Variance | 0.071421 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.21904415 | 1 | 0.0% | |
| -0.10177541 | 1 | 0.0% | |
| -0.013571787 | 1 | 0.0% | |
| -0.16535316 | 1 | 0.0% | |
| -0.54144814 | 1 | 0.0% | |
| 0.40787428 | 1 | 0.0% | |
| 0.16438466 | 1 | 0.0% | |
| -0.16518714 | 1 | 0.0% | |
| -0.45969454 | 1 | 0.0% | |
| 0.052947468 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.92491884 | 1 | 0.0% | |
| -0.8873453 | 1 | 0.0% | |
| -0.87913229 | 1 | 0.0% | |
| -0.86217459 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.90908317 | 1 | 0.0% | |
| 0.91806564 | 1 | 0.0% | |
| 0.94476734 | 1 | 0.0% | |
| 0.98358032 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
fBodyAccMag-min()
Numeric
| Distinct count | 7348 |
|---|---|
| Unique (%) | 99.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.89083 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.99752 |
| Q1 | -0.99179 |
| Median | -0.97086 |
| Q3 | -0.83927 |
| 95-th percentile | -0.57594 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.15252 |
Descriptive statistics
| Standard deviation | 0.1615 |
|---|---|
| Coef of variation | -0.1813 |
| Kurtosis | 13.146 |
| Mean | -0.89083 |
| MAD | 0.11427 |
| Skewness | 2.8285 |
| Sum | -6549.4 |
| Variance | 0.026083 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.99755111 | 2 | 0.0% | |
| -0.97755281 | 2 | 0.0% | |
| -0.9950422 | 2 | 0.0% | |
| -0.98942043 | 2 | 0.0% | |
| -0.99151347 | 1 | 0.0% | |
| -0.61152835 | 1 | 0.0% | |
| -0.94706196 | 1 | 0.0% | |
| -0.56023219 | 1 | 0.0% | |
| -0.96366286 | 1 | 0.0% | |
| -0.96091334 | 1 | 0.0% | |
| Other values (7338) | 7338 | 99.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.9999978 | 1 | 0.0% | |
| -0.99997894 | 1 | 0.0% | |
| -0.99996947 | 1 | 0.0% | |
| -0.99995032 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.43746629 | 1 | 0.0% | |
| 0.47085286 | 1 | 0.0% | |
| 0.49659509 | 1 | 0.0% | |
| 0.81537553 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
fBodyAccMag-skewness()
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.34726 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.75817 |
| Q1 | -0.57469 |
| Median | -0.4185 |
| Q3 | -0.19637 |
| 95-th percentile | 0.34247 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.37832 |
Descriptive statistics
| Standard deviation | 0.32865 |
|---|---|
| Coef of variation | -0.94641 |
| Kurtosis | 1.3907 |
| Mean | -0.34726 |
| MAD | 0.2507 |
| Skewness | 1.1564 |
| Sum | -2553 |
| Variance | 0.10801 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.6308282 | 1 | 0.0% | |
| -0.67359481 | 1 | 0.0% | |
| -0.60347762 | 1 | 0.0% | |
| -0.69847375 | 1 | 0.0% | |
| -0.6775217 | 1 | 0.0% | |
| 0.035705266 | 1 | 0.0% | |
| -0.30351687 | 1 | 0.0% | |
| 0.2935675 | 1 | 0.0% | |
| -0.25833241 | 1 | 0.0% | |
| -0.76191502 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.98170603 | 1 | 0.0% | |
| -0.97082134 | 1 | 0.0% | |
| -0.92938956 | 1 | 0.0% | |
| -0.91802018 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.95293725 | 1 | 0.0% | |
| 0.95792128 | 1 | 0.0% | |
| 0.96318324 | 1 | 0.0% | |
| 0.98944178 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
fBodyAccMag-sma()
Highly correlated
This variable is highly correlated with fBodyAccMag-max() and should be ignored for analysis
| Correlation | 0.92712 |
|---|
fBodyAccMag-std()
Highly correlated
This variable is highly correlated with fBodyAccMag-mean() and should be ignored for analysis
| Correlation | 0.97274 |
|---|
fBodyBodyAccJerkMag-energy()
Highly correlated
This variable is highly correlated with fBodyBodyAccJerkMag-sma() and should be ignored for analysis
| Correlation | 0.94584 |
|---|
fBodyBodyAccJerkMag-entropy()
Highly correlated
This variable is highly correlated with fBodyBodyAccJerkMag-iqr() and should be ignored for analysis
| Correlation | 0.95498 |
|---|
fBodyBodyAccJerkMag-iqr()
Highly correlated
This variable is highly correlated with fBodyBodyAccJerkMag-energy() and should be ignored for analysis
| Correlation | 0.92664 |
|---|
fBodyBodyAccJerkMag-kurtosis()
Highly correlated
This variable is highly correlated with fBodyBodyAccJerkMag-skewness() and should be ignored for analysis
| Correlation | 0.97308 |
|---|
fBodyBodyAccJerkMag-mad()
Highly correlated
This variable is highly correlated with fBodyBodyAccJerkMag-std() and should be ignored for analysis
| Correlation | 0.99089 |
|---|
fBodyBodyAccJerkMag-max()
Highly correlated
This variable is highly correlated with fBodyBodyAccJerkMag-mad() and should be ignored for analysis
| Correlation | 0.95518 |
|---|
fBodyBodyAccJerkMag-maxInds
Numeric
| Distinct count | 57 |
|---|---|
| Unique (%) | 0.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.87799 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | -0.96825 |
| Median | -0.90476 |
| Q3 | -0.87302 |
| 95-th percentile | -0.65079 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.095238 |
Descriptive statistics
| Standard deviation | 0.18864 |
|---|---|
| Coef of variation | -0.21485 |
| Kurtosis | 30.83 |
| Mean | -0.87799 |
| MAD | 0.090093 |
| Skewness | 5.0089 |
| Sum | -6455 |
| Variance | 0.035584 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.9047619 | 2056 | 28.0% | |
| -1.0 | 1446 | 19.7% | |
| -0.87301587 | 1313 | 17.9% | |
| -0.96825397 | 679 | 9.2% | |
| -0.93650794 | 657 | 8.9% | |
| -0.84126984 | 204 | 2.8% | |
| -0.80952381 | 178 | 2.4% | |
| -0.77777778 | 132 | 1.8% | |
| -0.74603175 | 120 | 1.6% | |
| -0.71428571 | 85 | 1.2% | |
| Other values (47) | 482 | 6.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1446 | 19.7% | |
| -0.96825397 | 679 | 9.2% | |
| -0.93650794 | 657 | 8.9% | |
| -0.9047619 | 2056 | 28.0% | |
| -0.87301587 | 1313 | 17.9% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.68253968 | 1 | 0.0% | |
| 0.71428571 | 2 | 0.0% | |
| 0.80952381 | 1 | 0.0% | |
| 0.93650794 | 1 | 0.0% | |
| 1.0 | 2 | 0.0% |
fBodyBodyAccJerkMag-mean()
Highly correlated
This variable is highly correlated with fBodyAccMag-entropy() and should be ignored for analysis
| Correlation | 0.93344 |
|---|
fBodyBodyAccJerkMag-meanFreq()
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.1782 |
|---|---|
| Minimum | -1 |
| Maximum | 0.97582 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.22562 |
| Q1 | -0.0004095 |
| Median | 0.16865 |
| Q3 | 0.36424 |
| 95-th percentile | 0.59583 |
| Maximum | 0.97582 |
| Range | 1.9758 |
| Interquartile range | 0.36465 |
Descriptive statistics
| Standard deviation | 0.25376 |
|---|---|
| Coef of variation | 1.424 |
| Kurtosis | -0.18198 |
| Mean | 0.1782 |
| MAD | 0.20596 |
| Skewness | -0.057827 |
| Sum | 1310.1 |
| Variance | 0.064392 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.48244875 | 1 | 0.0% | |
| 0.017680274 | 1 | 0.0% | |
| -0.058404717 | 1 | 0.0% | |
| 0.33570642 | 1 | 0.0% | |
| -0.58377613 | 1 | 0.0% | |
| -0.021512684 | 1 | 0.0% | |
| 0.055726099 | 1 | 0.0% | |
| 0.13937661 | 1 | 0.0% | |
| -0.042856298 | 1 | 0.0% | |
| 0.020129979 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.75515349 | 1 | 0.0% | |
| -0.72831363 | 1 | 0.0% | |
| -0.71264178 | 1 | 0.0% | |
| -0.69351892 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.86839632 | 1 | 0.0% | |
| 0.87188643 | 1 | 0.0% | |
| 0.88592981 | 1 | 0.0% | |
| 0.89274342 | 1 | 0.0% | |
| 0.97582069 | 1 | 0.0% |
fBodyBodyAccJerkMag-min()
Numeric
| Distinct count | 7346 |
|---|---|
| Unique (%) | 99.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.80628 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.99555 |
| Q1 | -0.98715 |
| Median | -0.96279 |
| Q3 | -0.68409 |
| 95-th percentile | -0.2395 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.30306 |
Descriptive statistics
| Standard deviation | 0.26954 |
|---|---|
| Coef of variation | -0.3343 |
| Kurtosis | 4.0834 |
| Mean | -0.80628 |
| MAD | 0.20885 |
| Skewness | 1.8764 |
| Sum | -5927.7 |
| Variance | 0.072649 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.99035528 | 2 | 0.0% | |
| -0.98547921 | 2 | 0.0% | |
| -0.9862836 | 2 | 0.0% | |
| -0.97428269 | 2 | 0.0% | |
| -0.98993296 | 2 | 0.0% | |
| -0.97984944 | 2 | 0.0% | |
| -0.78445601 | 1 | 0.0% | |
| -0.98191518 | 1 | 0.0% | |
| -0.84608595 | 1 | 0.0% | |
| -0.97872301 | 1 | 0.0% | |
| Other values (7336) | 7336 | 99.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.99998886 | 1 | 0.0% | |
| -0.99996345 | 1 | 0.0% | |
| -0.99988977 | 1 | 0.0% | |
| -0.99988611 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.76846184 | 1 | 0.0% | |
| 0.897466 | 1 | 0.0% | |
| 0.91222553 | 1 | 0.0% | |
| 0.91423579 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
fBodyBodyAccJerkMag-skewness()
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.31297 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.78325 |
| Q1 | -0.60749 |
| Median | -0.36478 |
| Q3 | -0.082569 |
| 95-th percentile | 0.36597 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.52492 |
Descriptive statistics
| Standard deviation | 0.35863 |
|---|---|
| Coef of variation | -1.1459 |
| Kurtosis | -0.16986 |
| Mean | -0.31297 |
| MAD | 0.29343 |
| Skewness | 0.65357 |
| Sum | -2300.9 |
| Variance | 0.12862 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.57219962 | 1 | 0.0% | |
| -0.2926665 | 1 | 0.0% | |
| -0.39303324 | 1 | 0.0% | |
| -0.41241356 | 1 | 0.0% | |
| 0.048921903 | 1 | 0.0% | |
| 0.26097116 | 1 | 0.0% | |
| 0.39663498 | 1 | 0.0% | |
| -0.67601882 | 1 | 0.0% | |
| -0.70874331 | 1 | 0.0% | |
| 0.10782834 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.9900438 | 1 | 0.0% | |
| -0.97216005 | 1 | 0.0% | |
| -0.97059582 | 1 | 0.0% | |
| -0.9523325 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.88989097 | 1 | 0.0% | |
| 0.89511344 | 1 | 0.0% | |
| 0.91203297 | 1 | 0.0% | |
| 0.92826962 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
fBodyBodyAccJerkMag-sma()
Highly correlated
This variable is highly correlated with fBodyBodyAccJerkMag-max() and should be ignored for analysis
| Correlation | 0.95138 |
|---|
fBodyBodyAccJerkMag-std()
Highly correlated
This variable is highly correlated with fBodyBodyAccJerkMag-mean() and should be ignored for analysis
| Correlation | 0.98309 |
|---|
fBodyBodyGyroJerkMag-energy()
Highly correlated
This variable is highly correlated with fBodyBodyGyroJerkMag-std() and should be ignored for analysis
| Correlation | 0.90003 |
|---|
fBodyBodyGyroJerkMag-entropy()
Highly correlated
This variable is highly correlated with fBodyBodyGyroMag-entropy() and should be ignored for analysis
| Correlation | 0.98222 |
|---|
fBodyBodyGyroJerkMag-iqr()
Highly correlated
This variable is highly correlated with fBodyBodyGyroJerkMag-sma() and should be ignored for analysis
| Correlation | 0.9819 |
|---|
fBodyBodyGyroJerkMag-kurtosis()
Highly correlated
This variable is highly correlated with fBodyBodyGyroJerkMag-skewness() and should be ignored for analysis
| Correlation | 0.96732 |
|---|
fBodyBodyGyroJerkMag-mad()
Highly correlated
This variable is highly correlated with fBodyBodyGyroJerkMag-std() and should be ignored for analysis
| Correlation | 0.9931 |
|---|
fBodyBodyGyroJerkMag-max()
Highly correlated
This variable is highly correlated with fBodyBodyGyroJerkMag-mad() and should be ignored for analysis
| Correlation | 0.96324 |
|---|
fBodyBodyGyroJerkMag-maxInds
Numeric
| Distinct count | 52 |
|---|---|
| Unique (%) | 0.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.89886 |
|---|---|
| Minimum | -1 |
| Maximum | 0.96825 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | -0.96825 |
| Median | -0.90476 |
| Q3 | -0.87302 |
| 95-th percentile | -0.71429 |
| Maximum | 0.96825 |
| Range | 1.9683 |
| Interquartile range | 0.095238 |
Descriptive statistics
| Standard deviation | 0.14313 |
|---|---|
| Coef of variation | -0.15924 |
| Kurtosis | 40.014 |
| Mean | -0.89886 |
| MAD | 0.073719 |
| Skewness | 5.1868 |
| Sum | -6608.4 |
| Variance | 0.020488 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.9047619 | 1818 | 24.7% | |
| -1.0 | 1695 | 23.1% | |
| -0.87301587 | 1105 | 15.0% | |
| -0.93650794 | 953 | 13.0% | |
| -0.96825397 | 763 | 10.4% | |
| -0.84126984 | 187 | 2.5% | |
| -0.80952381 | 174 | 2.4% | |
| -0.74603175 | 124 | 1.7% | |
| -0.77777778 | 114 | 1.6% | |
| -0.71428571 | 65 | 0.9% | |
| Other values (42) | 354 | 4.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1695 | 23.1% | |
| -0.96825397 | 763 | 10.4% | |
| -0.93650794 | 953 | 13.0% | |
| -0.9047619 | 1818 | 24.7% | |
| -0.87301587 | 1105 | 15.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.68253968 | 1 | 0.0% | |
| 0.71428571 | 2 | 0.0% | |
| 0.77777778 | 1 | 0.0% | |
| 0.93650794 | 1 | 0.0% | |
| 0.96825397 | 1 | 0.0% |
fBodyBodyGyroJerkMag-mean()
Highly correlated
This variable is highly correlated with fBodyBodyGyroMag-iqr() and should be ignored for analysis
| Correlation | 0.917 |
|---|
fBodyBodyGyroJerkMag-meanFreq()
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.12529 |
|---|---|
| Minimum | -1 |
| Maximum | 0.9467 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.31947 |
| Q1 | -0.023692 |
| Median | 0.134 |
| Q3 | 0.2891 |
| 95-th percentile | 0.52447 |
| Maximum | 0.9467 |
| Range | 1.9467 |
| Interquartile range | 0.31279 |
Descriptive statistics
| Standard deviation | 0.25099 |
|---|---|
| Coef of variation | 2.0032 |
| Kurtosis | 0.46923 |
| Mean | 0.12529 |
| MAD | 0.19519 |
| Skewness | -0.32355 |
| Sum | 921.16 |
| Variance | 0.062998 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.074730065 | 1 | 0.0% | |
| 0.14238715 | 1 | 0.0% | |
| 0.076343619 | 1 | 0.0% | |
| 0.11256129 | 1 | 0.0% | |
| 0.089420592 | 1 | 0.0% | |
| -0.16381884 | 1 | 0.0% | |
| 0.31312472 | 1 | 0.0% | |
| 0.2303116 | 1 | 0.0% | |
| 0.43753214 | 1 | 0.0% | |
| -0.13580994 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.9657249 | 1 | 0.0% | |
| -0.91586641 | 1 | 0.0% | |
| -0.86956958 | 1 | 0.0% | |
| -0.85241433 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.86051233 | 1 | 0.0% | |
| 0.87099226 | 1 | 0.0% | |
| 0.87989206 | 1 | 0.0% | |
| 0.91857638 | 1 | 0.0% | |
| 0.94669994 | 1 | 0.0% |
fBodyBodyGyroJerkMag-min()
Numeric
| Distinct count | 7348 |
|---|---|
| Unique (%) | 99.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.87193 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.99823 |
| Q1 | -0.99407 |
| Median | -0.97568 |
| Q3 | -0.80826 |
| 95-th percentile | -0.47699 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.1858 |
Descriptive statistics
| Standard deviation | 0.19334 |
|---|---|
| Coef of variation | -0.22174 |
| Kurtosis | 8.3829 |
| Mean | -0.87193 |
| MAD | 0.14057 |
| Skewness | 2.4335 |
| Sum | -6410.4 |
| Variance | 0.037382 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.99934607 | 2 | 0.0% | |
| -0.99822009 | 2 | 0.0% | |
| -0.99593417 | 2 | 0.0% | |
| -0.99522321 | 2 | 0.0% | |
| -0.75978734 | 1 | 0.0% | |
| -0.97545704 | 1 | 0.0% | |
| -0.91574529 | 1 | 0.0% | |
| -0.70153939 | 1 | 0.0% | |
| -0.19538046 | 1 | 0.0% | |
| -0.45422856 | 1 | 0.0% | |
| Other values (7338) | 7338 | 99.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.99997944 | 1 | 0.0% | |
| -0.99994856 | 1 | 0.0% | |
| -0.9999371 | 1 | 0.0% | |
| -0.99993456 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.34357746 | 1 | 0.0% | |
| 0.45839729 | 1 | 0.0% | |
| 0.60432833 | 1 | 0.0% | |
| 0.94136388 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
fBodyBodyGyroJerkMag-skewness()
Numeric
| Distinct count | 7351 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.30701 |
|---|---|
| Minimum | -0.99536 |
| Maximum | 0.98954 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -0.99536 |
|---|---|
| 5-th percentile | -0.75475 |
| Q1 | -0.5426 |
| Median | -0.34369 |
| Q3 | -0.12698 |
| 95-th percentile | 0.30567 |
| Maximum | 0.98954 |
| Range | 1.9849 |
| Interquartile range | 0.41562 |
Descriptive statistics
| Standard deviation | 0.32101 |
|---|---|
| Coef of variation | -1.0456 |
| Kurtosis | 0.51468 |
| Mean | -0.30701 |
| MAD | 0.25335 |
| Skewness | 0.74234 |
| Sum | -2257.1 |
| Variance | 0.10305 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.64499035 | 2 | 0.0% | |
| -0.60759065 | 1 | 0.0% | |
| -0.26037998 | 1 | 0.0% | |
| -0.097844545 | 1 | 0.0% | |
| -0.31969297 | 1 | 0.0% | |
| -0.64724047 | 1 | 0.0% | |
| -0.53743316 | 1 | 0.0% | |
| -0.12613558 | 1 | 0.0% | |
| 0.51726435 | 1 | 0.0% | |
| -0.54115438 | 1 | 0.0% | |
| Other values (7341) | 7341 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.99535747 | 1 | 0.0% | |
| -0.97926089 | 1 | 0.0% | |
| -0.96055904 | 1 | 0.0% | |
| -0.95608218 | 1 | 0.0% | |
| -0.95523732 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.92043777 | 1 | 0.0% | |
| 0.94111345 | 1 | 0.0% | |
| 0.94130486 | 1 | 0.0% | |
| 0.96012127 | 1 | 0.0% | |
| 0.98953847 | 1 | 0.0% |
fBodyBodyGyroJerkMag-sma()
Highly correlated
This variable is highly correlated with fBodyBodyGyroJerkMag-max() and should be ignored for analysis
| Correlation | 0.95293 |
|---|
fBodyBodyGyroJerkMag-std()
Highly correlated
This variable is highly correlated with fBodyBodyGyroJerkMag-mean() and should be ignored for analysis
| Correlation | 0.98072 |
|---|
fBodyBodyGyroMag-energy()
Highly correlated
This variable is highly correlated with fBodyBodyGyroMag-sma() and should be ignored for analysis
| Correlation | 0.90994 |
|---|
fBodyBodyGyroMag-entropy()
Highly correlated
This variable is highly correlated with fBodyBodyGyroMag-sma() and should be ignored for analysis
| Correlation | 0.91287 |
|---|
fBodyBodyGyroMag-iqr()
Highly correlated
This variable is highly correlated with fBodyBodyGyroMag-sma() and should be ignored for analysis
| Correlation | 0.96673 |
|---|
fBodyBodyGyroMag-kurtosis()
Highly correlated
This variable is highly correlated with fBodyBodyGyroMag-skewness() and should be ignored for analysis
| Correlation | 0.97868 |
|---|
fBodyBodyGyroMag-mad()
Highly correlated
This variable is highly correlated with fBodyBodyGyroMag-std() and should be ignored for analysis
| Correlation | 0.9882 |
|---|
fBodyBodyGyroMag-max()
Highly correlated
This variable is highly correlated with fBodyBodyGyroMag-mad() and should be ignored for analysis
| Correlation | 0.94851 |
|---|
fBodyBodyGyroMag-maxInds
Numeric
| Distinct count | 27 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.88944 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | -1 |
| Median | -0.94872 |
| Q3 | -0.84615 |
| 95-th percentile | -0.53846 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.15385 |
Descriptive statistics
| Standard deviation | 0.15765 |
|---|---|
| Coef of variation | -0.17725 |
| Kurtosis | 11.584 |
| Mean | -0.88944 |
| MAD | 0.11135 |
| Skewness | 2.61 |
| Sum | -6539.2 |
| Variance | 0.024854 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -1.0 | 3022 | 41.1% | |
| -0.94871795 | 1188 | 16.2% | |
| -0.84615385 | 1066 | 14.5% | |
| -0.8974359 | 599 | 8.1% | |
| -0.79487179 | 552 | 7.5% | |
| -0.58974359 | 166 | 2.3% | |
| -0.69230769 | 143 | 1.9% | |
| -0.64102564 | 133 | 1.8% | |
| -0.53846154 | 121 | 1.6% | |
| -0.74358974 | 114 | 1.6% | |
| Other values (17) | 248 | 3.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 3022 | 41.1% | |
| -0.94871795 | 1188 | 16.2% | |
| -0.8974359 | 599 | 8.1% | |
| -0.84615385 | 1066 | 14.5% | |
| -0.79487179 | 552 | 7.5% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.12820513 | 4 | 0.1% | |
| 0.23076923 | 3 | 0.0% | |
| 0.33333333 | 1 | 0.0% | |
| 0.94871795 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
fBodyBodyGyroMag-mean()
Highly correlated
This variable is highly correlated with fBodyBodyAccJerkMag-entropy() and should be ignored for analysis
| Correlation | 0.91939 |
|---|
fBodyBodyGyroMag-meanFreq()
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.046516 |
|---|---|
| Minimum | -0.9975 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -0.9975 |
|---|---|
| 5-th percentile | -0.49469 |
| Q1 | -0.24088 |
| Median | -0.061597 |
| Q3 | 0.14879 |
| 95-th percentile | 0.43269 |
| Maximum | 1 |
| Range | 1.9975 |
| Interquartile range | 0.38968 |
Descriptive statistics
| Standard deviation | 0.28266 |
|---|---|
| Coef of variation | -6.0767 |
| Kurtosis | -0.07719 |
| Mean | -0.046516 |
| MAD | 0.22746 |
| Skewness | 0.11194 |
| Sum | -341.99 |
| Variance | 0.079899 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.171918 | 1 | 0.0% | |
| 0.29961282 | 1 | 0.0% | |
| -0.021437262 | 1 | 0.0% | |
| 0.44008182 | 1 | 0.0% | |
| 0.28072036 | 1 | 0.0% | |
| -0.027282543 | 1 | 0.0% | |
| 0.35020815 | 1 | 0.0% | |
| -0.40764132 | 1 | 0.0% | |
| -0.21982993 | 1 | 0.0% | |
| -0.28896159 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.99750026 | 1 | 0.0% | |
| -0.99624245 | 1 | 0.0% | |
| -0.96880352 | 1 | 0.0% | |
| -0.96737822 | 1 | 0.0% | |
| -0.96273911 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.92733098 | 1 | 0.0% | |
| 0.9370304 | 1 | 0.0% | |
| 0.94984983 | 1 | 0.0% | |
| 0.96817113 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
fBodyBodyGyroMag-min()
Numeric
| Distinct count | 7347 |
|---|---|
| Unique (%) | 99.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.8851 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.99854 |
| Q1 | -0.99419 |
| Median | -0.96014 |
| Q3 | -0.83742 |
| 95-th percentile | -0.56058 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.15676 |
Descriptive statistics
| Standard deviation | 0.17357 |
|---|---|
| Coef of variation | -0.19611 |
| Kurtosis | 13.04 |
| Mean | -0.8851 |
| MAD | 0.11882 |
| Skewness | 2.9625 |
| Sum | -6507.3 |
| Variance | 0.030128 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.9972311 | 2 | 0.0% | |
| -0.99863075 | 2 | 0.0% | |
| -0.99705076 | 2 | 0.0% | |
| -0.99433258 | 2 | 0.0% | |
| -0.99792305 | 2 | 0.0% | |
| -0.99559645 | 1 | 0.0% | |
| -0.89425068 | 1 | 0.0% | |
| -0.9676927 | 1 | 0.0% | |
| -0.99324437 | 1 | 0.0% | |
| -0.95669592 | 1 | 0.0% | |
| Other values (7337) | 7337 | 99.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.99999776 | 1 | 0.0% | |
| -0.99999139 | 1 | 0.0% | |
| -0.99999122 | 1 | 0.0% | |
| -0.99998652 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.40787222 | 1 | 0.0% | |
| 0.46225203 | 1 | 0.0% | |
| 0.55767266 | 1 | 0.0% | |
| 0.69248943 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
fBodyBodyGyroMag-skewness()
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.25365 |
|---|---|
| Minimum | -1 |
| Maximum | 0.96931 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.69277 |
| Q1 | -0.49203 |
| Median | -0.30925 |
| Q3 | -0.069952 |
| 95-th percentile | 0.4029 |
| Maximum | 0.96931 |
| Range | 1.9693 |
| Interquartile range | 0.42208 |
Descriptive statistics
| Standard deviation | 0.32662 |
|---|---|
| Coef of variation | -1.2877 |
| Kurtosis | 0.31282 |
| Mean | -0.25365 |
| MAD | 0.25877 |
| Skewness | 0.7737 |
| Sum | -1864.8 |
| Variance | 0.10668 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.21228934 | 1 | 0.0% | |
| -0.62222759 | 1 | 0.0% | |
| -0.40064838 | 1 | 0.0% | |
| -0.41793188 | 1 | 0.0% | |
| -0.27632832 | 1 | 0.0% | |
| -0.409297 | 1 | 0.0% | |
| -0.040206556 | 1 | 0.0% | |
| -0.4204721 | 1 | 0.0% | |
| -0.70854034 | 1 | 0.0% | |
| -0.012832616 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.9977189 | 1 | 0.0% | |
| -0.9507136 | 1 | 0.0% | |
| -0.94392958 | 1 | 0.0% | |
| -0.93630211 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.92888951 | 1 | 0.0% | |
| 0.93026194 | 1 | 0.0% | |
| 0.93958278 | 1 | 0.0% | |
| 0.9662016 | 1 | 0.0% | |
| 0.96931086 | 1 | 0.0% |
fBodyBodyGyroMag-sma()
Highly correlated
This variable is highly correlated with fBodyBodyGyroMag-max() and should be ignored for analysis
| Correlation | 0.90101 |
|---|
fBodyBodyGyroMag-std()
Highly correlated
This variable is highly correlated with fBodyBodyGyroMag-mean() and should be ignored for analysis
| Correlation | 0.94102 |
|---|
fBodyGyro-bandsEnergy()-1,16
Highly correlated
This variable is highly correlated with fBodyGyro-bandsEnergy()-1,8 and should be ignored for analysis
| Correlation | 0.98799 |
|---|
fBodyGyro-bandsEnergy()-1,16.1
Highly correlated
This variable is highly correlated with fBodyGyro-bandsEnergy()-1,8.1 and should be ignored for analysis
| Correlation | 0.94562 |
|---|
fBodyGyro-bandsEnergy()-1,16.2
Highly correlated
This variable is highly correlated with fBodyGyro-bandsEnergy()-1,8.2 and should be ignored for analysis
| Correlation | 0.97715 |
|---|
fBodyGyro-bandsEnergy()-1,24
Highly correlated
This variable is highly correlated with fBodyGyro-bandsEnergy()-1,16 and should be ignored for analysis
| Correlation | 0.99896 |
|---|
fBodyGyro-bandsEnergy()-1,24.1
Highly correlated
This variable is highly correlated with fBodyGyro-bandsEnergy()-1,16.1 and should be ignored for analysis
| Correlation | 0.96872 |
|---|
fBodyGyro-bandsEnergy()-1,24.2
Highly correlated
This variable is highly correlated with fBodyGyro-bandsEnergy()-1,16.2 and should be ignored for analysis
| Correlation | 0.9962 |
|---|
fBodyGyro-bandsEnergy()-1,8
Highly correlated
This variable is highly correlated with fBodyGyro-energy()-X and should be ignored for analysis
| Correlation | 0.98064 |
|---|
fBodyGyro-bandsEnergy()-1,8.1
Highly correlated
This variable is highly correlated with fBodyGyro-max()-Y and should be ignored for analysis
| Correlation | 0.91297 |
|---|
fBodyGyro-bandsEnergy()-1,8.2
Highly correlated
This variable is highly correlated with fBodyGyro-energy()-Z and should be ignored for analysis
| Correlation | 0.95638 |
|---|
fBodyGyro-bandsEnergy()-17,24
Highly correlated
This variable is highly correlated with tBodyGyroJerk-energy()-X and should be ignored for analysis
| Correlation | 0.91148 |
|---|
fBodyGyro-bandsEnergy()-17,24.1
Highly correlated
This variable is highly correlated with tBodyGyroJerk-energy()-Y and should be ignored for analysis
| Correlation | 0.91144 |
|---|
fBodyGyro-bandsEnergy()-17,24.2
Highly correlated
This variable is highly correlated with tBodyGyroJerk-energy()-Z and should be ignored for analysis
| Correlation | 0.90554 |
|---|
fBodyGyro-bandsEnergy()-17,32
Highly correlated
This variable is highly correlated with fBodyGyro-bandsEnergy()-17,24 and should be ignored for analysis
| Correlation | 0.98678 |
|---|
fBodyGyro-bandsEnergy()-17,32.1
Highly correlated
This variable is highly correlated with fBodyGyro-bandsEnergy()-17,24.1 and should be ignored for analysis
| Correlation | 0.98823 |
|---|
fBodyGyro-bandsEnergy()-17,32.2
Highly correlated
This variable is highly correlated with fBodyGyro-bandsEnergy()-17,24.2 and should be ignored for analysis
| Correlation | 0.98835 |
|---|
fBodyGyro-bandsEnergy()-25,32
Numeric
| Distinct count | 6900 |
|---|---|
| Unique (%) | 93.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.95949 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.99999 |
| Q1 | -0.99996 |
| Median | -0.99897 |
| Q3 | -0.95185 |
| 95-th percentile | -0.81505 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.048112 |
Descriptive statistics
| Standard deviation | 0.087298 |
|---|---|
| Coef of variation | -0.090984 |
| Kurtosis | 88.608 |
| Mean | -0.95949 |
| MAD | 0.049821 |
| Skewness | 6.5223 |
| Sum | -7054.1 |
| Variance | 0.0076209 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.99998453 | 5 | 0.1% | |
| -0.99998592 | 5 | 0.1% | |
| -0.99998716 | 5 | 0.1% | |
| -0.99998425 | 4 | 0.1% | |
| -0.99997992 | 4 | 0.1% | |
| -0.99997651 | 4 | 0.1% | |
| -0.99999311 | 4 | 0.1% | |
| -0.99996493 | 4 | 0.1% | |
| -0.99998956 | 4 | 0.1% | |
| -0.99997853 | 4 | 0.1% | |
| Other values (6890) | 7309 | 99.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.99999889 | 1 | 0.0% | |
| -0.99999884 | 1 | 0.0% | |
| -0.9999986 | 1 | 0.0% | |
| -0.9999985 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| -0.04090829 | 1 | 0.0% | |
| 0.010517139 | 1 | 0.0% | |
| 0.16144403 | 1 | 0.0% | |
| 0.96975545 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
fBodyGyro-bandsEnergy()-25,32.1
Numeric
| Distinct count | 6671 |
|---|---|
| Unique (%) | 90.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.96589 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | -0.99997 |
| Median | -0.99953 |
| Q3 | -0.97007 |
| 95-th percentile | -0.83324 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.029906 |
Descriptive statistics
| Standard deviation | 0.093767 |
|---|---|
| Coef of variation | -0.097078 |
| Kurtosis | 89.561 |
| Mean | -0.96589 |
| MAD | 0.044845 |
| Skewness | 7.4329 |
| Sum | -7101.2 |
| Variance | 0.0087922 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.99999193 | 6 | 0.1% | |
| -0.99999621 | 6 | 0.1% | |
| -0.99999581 | 5 | 0.1% | |
| -0.99999456 | 5 | 0.1% | |
| -0.99999445 | 5 | 0.1% | |
| -0.99999044 | 5 | 0.1% | |
| -0.99999433 | 5 | 0.1% | |
| -0.99999491 | 5 | 0.1% | |
| -0.99999743 | 5 | 0.1% | |
| -0.99999255 | 4 | 0.1% | |
| Other values (6661) | 7301 | 99.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.99999984 | 1 | 0.0% | |
| -0.99999981 | 1 | 0.0% | |
| -0.99999956 | 1 | 0.0% | |
| -0.99999932 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.28645434 | 1 | 0.0% | |
| 0.37372899 | 1 | 0.0% | |
| 0.69092379 | 1 | 0.0% | |
| 0.71394053 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
fBodyGyro-bandsEnergy()-25,32.2
Numeric
| Distinct count | 6907 |
|---|---|
| Unique (%) | 93.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.96698 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.99999 |
| Q1 | -0.99996 |
| Median | -0.99914 |
| Q3 | -0.96278 |
| 95-th percentile | -0.85223 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.037174 |
Descriptive statistics
| Standard deviation | 0.076408 |
|---|---|
| Coef of variation | -0.079017 |
| Kurtosis | 138 |
| Mean | -0.96698 |
| MAD | 0.041249 |
| Skewness | 8.0813 |
| Sum | -7109.2 |
| Variance | 0.0058382 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.99996232 | 4 | 0.1% | |
| -0.99997064 | 4 | 0.1% | |
| -0.99997608 | 4 | 0.1% | |
| -0.99996788 | 4 | 0.1% | |
| -0.99997631 | 4 | 0.1% | |
| -0.9999753 | 4 | 0.1% | |
| -0.99997825 | 3 | 0.0% | |
| -0.99998399 | 3 | 0.0% | |
| -0.99997073 | 3 | 0.0% | |
| -0.99998652 | 3 | 0.0% | |
| Other values (6897) | 7316 | 99.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.99999972 | 1 | 0.0% | |
| -0.99999939 | 1 | 0.0% | |
| -0.99999895 | 1 | 0.0% | |
| -0.99999812 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| -0.12500372 | 1 | 0.0% | |
| -0.10776623 | 1 | 0.0% | |
| -0.087523835 | 1 | 0.0% | |
| 0.96614349 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
fBodyGyro-bandsEnergy()-25,48
Highly correlated
This variable is highly correlated with fBodyGyro-bandsEnergy()-33,48 and should be ignored for analysis
| Correlation | 0.94699 |
|---|
fBodyGyro-bandsEnergy()-25,48.1
Highly correlated
This variable is highly correlated with fBodyGyro-bandsEnergy()-33,48.1 and should be ignored for analysis
| Correlation | 0.91989 |
|---|
fBodyGyro-bandsEnergy()-25,48.2
Highly correlated
This variable is highly correlated with fBodyGyro-bandsEnergy()-33,48.2 and should be ignored for analysis
| Correlation | 0.93125 |
|---|
fBodyGyro-bandsEnergy()-33,40
Numeric
| Distinct count | 7036 |
|---|---|
| Unique (%) | 95.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.94997 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.99998 |
| Q1 | -0.99993 |
| Median | -0.99838 |
| Q3 | -0.9382 |
| 95-th percentile | -0.77959 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.06173 |
Descriptive statistics
| Standard deviation | 0.10945 |
|---|---|
| Coef of variation | -0.11522 |
| Kurtosis | 65.919 |
| Mean | -0.94997 |
| MAD | 0.060654 |
| Skewness | 6.2155 |
| Sum | -6984.2 |
| Variance | 0.01198 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.99998731 | 5 | 0.1% | |
| -0.99998566 | 4 | 0.1% | |
| -0.99996637 | 4 | 0.1% | |
| -0.9999629 | 4 | 0.1% | |
| -0.9999639 | 4 | 0.1% | |
| -0.99995597 | 3 | 0.0% | |
| -0.99998086 | 3 | 0.0% | |
| -0.99996708 | 3 | 0.0% | |
| -0.99992679 | 3 | 0.0% | |
| -0.99998695 | 3 | 0.0% | |
| Other values (7026) | 7316 | 99.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.99999991 | 1 | 0.0% | |
| -0.99999894 | 1 | 0.0% | |
| -0.99999845 | 1 | 0.0% | |
| -0.99999825 | 1 | 0.0% | |
| -0.99999794 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.43225409 | 1 | 0.0% | |
| 0.5639153 | 1 | 0.0% | |
| 0.80845801 | 1 | 0.0% | |
| 0.99243686 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
fBodyGyro-bandsEnergy()-33,40.1
Numeric
| Distinct count | 6731 |
|---|---|
| Unique (%) | 91.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.9766 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.99999 |
| Q1 | -0.99997 |
| Median | -0.99954 |
| Q3 | -0.97592 |
| 95-th percentile | -0.89114 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.024048 |
Descriptive statistics
| Standard deviation | 0.064748 |
|---|---|
| Coef of variation | -0.066299 |
| Kurtosis | 276.1 |
| Mean | -0.9766 |
| MAD | 0.029625 |
| Skewness | 12.342 |
| Sum | -7180 |
| Variance | 0.0041923 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.99999255 | 5 | 0.1% | |
| -0.99999497 | 5 | 0.1% | |
| -0.99998813 | 5 | 0.1% | |
| -0.99999547 | 5 | 0.1% | |
| -0.99999159 | 5 | 0.1% | |
| -0.99999215 | 5 | 0.1% | |
| -0.9999907 | 4 | 0.1% | |
| -0.99998761 | 4 | 0.1% | |
| -0.99998991 | 4 | 0.1% | |
| -0.99999511 | 4 | 0.1% | |
| Other values (6721) | 7306 | 99.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.99999996 | 1 | 0.0% | |
| -0.99999995 | 1 | 0.0% | |
| -0.99999977 | 1 | 0.0% | |
| -0.99999959 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| -0.14867516 | 1 | 0.0% | |
| 0.39350027 | 1 | 0.0% | |
| 0.42831591 | 1 | 0.0% | |
| 0.83087221 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
fBodyGyro-bandsEnergy()-33,40.2
Numeric
| Distinct count | 7033 |
|---|---|
| Unique (%) | 95.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.97163 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.99998 |
| Q1 | -0.99994 |
| Median | -0.99889 |
| Q3 | -0.96658 |
| 95-th percentile | -0.87455 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.033366 |
Descriptive statistics
| Standard deviation | 0.065473 |
|---|---|
| Coef of variation | -0.067385 |
| Kurtosis | 216.21 |
| Mean | -0.97163 |
| MAD | 0.034958 |
| Skewness | 9.871 |
| Sum | -7143.4 |
| Variance | 0.0042867 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.99994247 | 4 | 0.1% | |
| -0.99993379 | 3 | 0.0% | |
| -0.99997792 | 3 | 0.0% | |
| -0.99998042 | 3 | 0.0% | |
| -0.99996317 | 3 | 0.0% | |
| -0.99994962 | 3 | 0.0% | |
| -0.99994687 | 3 | 0.0% | |
| -0.99998663 | 3 | 0.0% | |
| -0.99997358 | 3 | 0.0% | |
| -0.99996284 | 3 | 0.0% | |
| Other values (7023) | 7321 | 99.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.99999911 | 1 | 0.0% | |
| -0.99999848 | 1 | 0.0% | |
| -0.99999832 | 1 | 0.0% | |
| -0.99999773 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| -0.26778803 | 1 | 0.0% | |
| -0.18842443 | 1 | 0.0% | |
| -0.14944531 | 1 | 0.0% | |
| 0.86669545 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
fBodyGyro-bandsEnergy()-33,48
Highly correlated
This variable is highly correlated with fBodyGyro-bandsEnergy()-41,48 and should be ignored for analysis
| Correlation | 0.93341 |
|---|
fBodyGyro-bandsEnergy()-33,48.1
Highly correlated
This variable is highly correlated with fBodyGyro-bandsEnergy()-41,48.1 and should be ignored for analysis
| Correlation | 0.93828 |
|---|
fBodyGyro-bandsEnergy()-33,48.2
Highly correlated
This variable is highly correlated with fBodyGyro-bandsEnergy()-41,48.2 and should be ignored for analysis
| Correlation | 0.94507 |
|---|
fBodyGyro-bandsEnergy()-41,48
Numeric
| Distinct count | 7048 |
|---|---|
| Unique (%) | 95.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.95169 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.99998 |
| Q1 | -0.99992 |
| Median | -0.99817 |
| Q3 | -0.93594 |
| 95-th percentile | -0.79528 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.06398 |
Descriptive statistics
| Standard deviation | 0.097157 |
|---|---|
| Coef of variation | -0.10209 |
| Kurtosis | 57.615 |
| Mean | -0.95169 |
| MAD | 0.057921 |
| Skewness | 5.5133 |
| Sum | -6996.8 |
| Variance | 0.0094395 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.99999141 | 4 | 0.1% | |
| -0.99995817 | 3 | 0.0% | |
| -0.99992481 | 3 | 0.0% | |
| -0.99997766 | 3 | 0.0% | |
| -0.99995404 | 3 | 0.0% | |
| -0.99992128 | 3 | 0.0% | |
| -0.99997903 | 3 | 0.0% | |
| -0.99997858 | 3 | 0.0% | |
| -0.99997494 | 3 | 0.0% | |
| -0.99997636 | 3 | 0.0% | |
| Other values (7038) | 7321 | 99.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.99999879 | 1 | 0.0% | |
| -0.99999764 | 1 | 0.0% | |
| -0.99999728 | 1 | 0.0% | |
| -0.99999712 | 3 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.18298999 | 1 | 0.0% | |
| 0.35712796 | 1 | 0.0% | |
| 0.49267627 | 1 | 0.0% | |
| 0.50607118 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
fBodyGyro-bandsEnergy()-41,48.1
Numeric
| Distinct count | 7013 |
|---|---|
| Unique (%) | 95.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.95594 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.99999 |
| Q1 | -0.99994 |
| Median | -0.99897 |
| Q3 | -0.95276 |
| 95-th percentile | -0.79341 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.047182 |
Descriptive statistics
| Standard deviation | 0.10357 |
|---|---|
| Coef of variation | -0.10835 |
| Kurtosis | 69.786 |
| Mean | -0.95594 |
| MAD | 0.055037 |
| Skewness | 6.4134 |
| Sum | -7028.1 |
| Variance | 0.010727 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.99997346 | 4 | 0.1% | |
| -0.99998809 | 3 | 0.0% | |
| -0.99997639 | 3 | 0.0% | |
| -0.99998528 | 3 | 0.0% | |
| -0.99998708 | 3 | 0.0% | |
| -0.99998051 | 3 | 0.0% | |
| -0.99998008 | 3 | 0.0% | |
| -0.99997953 | 3 | 0.0% | |
| -0.99998225 | 3 | 0.0% | |
| -0.99998112 | 3 | 0.0% | |
| Other values (7003) | 7321 | 99.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.99999956 | 1 | 0.0% | |
| -0.99999945 | 1 | 0.0% | |
| -0.99999929 | 1 | 0.0% | |
| -0.99999897 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.24780841 | 1 | 0.0% | |
| 0.29049734 | 1 | 0.0% | |
| 0.73302139 | 1 | 0.0% | |
| 0.90050731 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
fBodyGyro-bandsEnergy()-41,48.2
Numeric
| Distinct count | 7141 |
|---|---|
| Unique (%) | 97.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.96064 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.99997 |
| Q1 | -0.9999 |
| Median | -0.99795 |
| Q3 | -0.95083 |
| 95-th percentile | -0.83023 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.049062 |
Descriptive statistics
| Standard deviation | 0.081636 |
|---|---|
| Coef of variation | -0.084981 |
| Kurtosis | 105.95 |
| Mean | -0.96064 |
| MAD | 0.047491 |
| Skewness | 6.8627 |
| Sum | -7062.7 |
| Variance | 0.0066645 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.99994772 | 4 | 0.1% | |
| -0.9999527 | 3 | 0.0% | |
| -0.9999355 | 3 | 0.0% | |
| -0.99987914 | 3 | 0.0% | |
| -0.99996358 | 3 | 0.0% | |
| -0.99995668 | 3 | 0.0% | |
| -0.9999202 | 3 | 0.0% | |
| -0.99993243 | 3 | 0.0% | |
| -0.99993337 | 3 | 0.0% | |
| -0.99996426 | 3 | 0.0% | |
| Other values (7131) | 7321 | 99.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.99999946 | 1 | 0.0% | |
| -0.99999697 | 1 | 0.0% | |
| -0.99999484 | 1 | 0.0% | |
| -0.99999483 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| -0.15602729 | 1 | 0.0% | |
| -0.0091135439 | 1 | 0.0% | |
| 0.018666497 | 1 | 0.0% | |
| 0.97381785 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
fBodyGyro-bandsEnergy()-49,56
Numeric
| Distinct count | 6941 |
|---|---|
| Unique (%) | 94.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.96354 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.99999 |
| Q1 | -0.99995 |
| Median | -0.99831 |
| Q3 | -0.95924 |
| 95-th percentile | -0.838 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.040708 |
Descriptive statistics
| Standard deviation | 0.085151 |
|---|---|
| Coef of variation | -0.088374 |
| Kurtosis | 90.605 |
| Mean | -0.96354 |
| MAD | 0.04534 |
| Skewness | 7.0461 |
| Sum | -7083.9 |
| Variance | 0.0072508 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.99998576 | 4 | 0.1% | |
| -0.99998668 | 4 | 0.1% | |
| -0.99998464 | 4 | 0.1% | |
| -0.99999226 | 3 | 0.0% | |
| -0.99999222 | 3 | 0.0% | |
| -0.99997784 | 3 | 0.0% | |
| -0.99997368 | 3 | 0.0% | |
| -0.9999603 | 3 | 0.0% | |
| -0.9999764 | 3 | 0.0% | |
| -0.99997828 | 3 | 0.0% | |
| Other values (6931) | 7319 | 99.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.99999967 | 1 | 0.0% | |
| -0.99999952 | 1 | 0.0% | |
| -0.99999949 | 1 | 0.0% | |
| -0.99999902 | 1 | 0.0% | |
| -0.99999892 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.032167355 | 1 | 0.0% | |
| 0.36597838 | 1 | 0.0% | |
| 0.36881128 | 1 | 0.0% | |
| 0.53829969 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
fBodyGyro-bandsEnergy()-49,56.1
Numeric
| Distinct count | 7043 |
|---|---|
| Unique (%) | 95.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.94994 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.99999 |
| Q1 | -0.99993 |
| Median | -0.99854 |
| Q3 | -0.94751 |
| 95-th percentile | -0.7663 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.052428 |
Descriptive statistics
| Standard deviation | 0.12051 |
|---|---|
| Coef of variation | -0.12686 |
| Kurtosis | 54.781 |
| Mean | -0.94994 |
| MAD | 0.063537 |
| Skewness | 5.9915 |
| Sum | -6984 |
| Variance | 0.014522 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.99998658 | 4 | 0.1% | |
| -0.99998089 | 4 | 0.1% | |
| -0.99996314 | 3 | 0.0% | |
| -0.99997088 | 3 | 0.0% | |
| -0.99998023 | 3 | 0.0% | |
| -0.99989434 | 3 | 0.0% | |
| -0.99999332 | 3 | 0.0% | |
| -0.99997006 | 3 | 0.0% | |
| -0.99997815 | 3 | 0.0% | |
| -0.99993718 | 3 | 0.0% | |
| Other values (7033) | 7320 | 99.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.99999934 | 1 | 0.0% | |
| -0.99999799 | 1 | 0.0% | |
| -0.99999753 | 1 | 0.0% | |
| -0.99999745 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.61266175 | 1 | 0.0% | |
| 0.6235703 | 1 | 0.0% | |
| 0.67394084 | 1 | 0.0% | |
| 0.7460557 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
fBodyGyro-bandsEnergy()-49,56.2
Numeric
| Distinct count | 7182 |
|---|---|
| Unique (%) | 97.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.95157 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.99996 |
| Q1 | -0.99988 |
| Median | -0.99617 |
| Q3 | -0.94716 |
| 95-th percentile | -0.77767 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.052724 |
Descriptive statistics
| Standard deviation | 0.10441 |
|---|---|
| Coef of variation | -0.10973 |
| Kurtosis | 50.402 |
| Mean | -0.95157 |
| MAD | 0.060094 |
| Skewness | 5.3936 |
| Sum | -6995.9 |
| Variance | 0.010902 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.99989097 | 3 | 0.0% | |
| -0.99995375 | 3 | 0.0% | |
| -0.99992062 | 3 | 0.0% | |
| -0.99995338 | 3 | 0.0% | |
| -0.99997001 | 3 | 0.0% | |
| -0.99995699 | 3 | 0.0% | |
| -0.99994519 | 3 | 0.0% | |
| -0.99996003 | 3 | 0.0% | |
| -0.99988115 | 2 | 0.0% | |
| -0.99995232 | 2 | 0.0% | |
| Other values (7172) | 7324 | 99.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.99999931 | 1 | 0.0% | |
| -0.9999971 | 1 | 0.0% | |
| -0.99999627 | 1 | 0.0% | |
| -0.99999611 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.36095218 | 1 | 0.0% | |
| 0.37495184 | 1 | 0.0% | |
| 0.38961693 | 1 | 0.0% | |
| 0.43985597 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
fBodyGyro-bandsEnergy()-49,64
Highly correlated
This variable is highly correlated with fBodyGyro-bandsEnergy()-57,64 and should be ignored for analysis
| Correlation | 0.96723 |
|---|
fBodyGyro-bandsEnergy()-49,64.1
Highly correlated
This variable is highly correlated with fBodyGyro-bandsEnergy()-49,56.1 and should be ignored for analysis
| Correlation | 0.97758 |
|---|
fBodyGyro-bandsEnergy()-49,64.2
Highly correlated
This variable is highly correlated with fBodyGyro-bandsEnergy()-57,64.2 and should be ignored for analysis
| Correlation | 0.95928 |
|---|
fBodyGyro-bandsEnergy()-57,64
Highly correlated
This variable is highly correlated with fBodyGyro-bandsEnergy()-49,56 and should be ignored for analysis
| Correlation | 0.90803 |
|---|
fBodyGyro-bandsEnergy()-57,64.1
Numeric
| Distinct count | 6440 |
|---|---|
| Unique (%) | 87.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.9748 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | -0.99998 |
| Median | -0.99951 |
| Q3 | -0.98635 |
| 95-th percentile | -0.87107 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.01363 |
Descriptive statistics
| Standard deviation | 0.080004 |
|---|---|
| Coef of variation | -0.082072 |
| Kurtosis | 105.37 |
| Mean | -0.9748 |
| MAD | 0.036294 |
| Skewness | 8.0559 |
| Sum | -7166.7 |
| Variance | 0.0064006 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.99999998 | 17 | 0.2% | |
| -0.99999993 | 17 | 0.2% | |
| -0.99999999 | 15 | 0.2% | |
| -0.99999996 | 15 | 0.2% | |
| -0.99999983 | 13 | 0.2% | |
| -0.9999999 | 12 | 0.2% | |
| -0.99999987 | 10 | 0.1% | |
| -0.99999997 | 9 | 0.1% | |
| -0.99999976 | 9 | 0.1% | |
| -0.99999989 | 9 | 0.1% | |
| Other values (6430) | 7226 | 98.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 6 | 0.1% | |
| -0.99999999 | 15 | 0.2% | |
| -0.99999998 | 17 | 0.2% | |
| -0.99999997 | 9 | 0.1% | |
| -0.99999996 | 15 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.077183091 | 1 | 0.0% | |
| 0.14528326 | 1 | 0.0% | |
| 0.19284089 | 1 | 0.0% | |
| 0.23798029 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
fBodyGyro-bandsEnergy()-57,64.2
Numeric
| Distinct count | 6560 |
|---|---|
| Unique (%) | 89.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.96873 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | -0.99997 |
| Median | -0.99901 |
| Q3 | -0.98119 |
| 95-th percentile | -0.83492 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.018789 |
Descriptive statistics
| Standard deviation | 0.094335 |
|---|---|
| Coef of variation | -0.097381 |
| Kurtosis | 102.08 |
| Mean | -0.96873 |
| MAD | 0.044106 |
| Skewness | 7.9319 |
| Sum | -7122.1 |
| Variance | 0.0088992 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.99999998 | 11 | 0.1% | |
| -0.99999995 | 10 | 0.1% | |
| -0.99999993 | 10 | 0.1% | |
| -0.99999997 | 10 | 0.1% | |
| -0.99999994 | 9 | 0.1% | |
| -0.9999999 | 9 | 0.1% | |
| -0.99999982 | 9 | 0.1% | |
| -0.99999989 | 7 | 0.1% | |
| -0.99999954 | 7 | 0.1% | |
| -0.99999983 | 7 | 0.1% | |
| Other values (6550) | 7263 | 98.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.99999999 | 4 | 0.1% | |
| -0.99999998 | 11 | 0.1% | |
| -0.99999997 | 10 | 0.1% | |
| -0.99999996 | 6 | 0.1% | |
| -0.99999995 | 10 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.3802993 | 1 | 0.0% | |
| 0.51439646 | 1 | 0.0% | |
| 0.65721589 | 1 | 0.0% | |
| 0.97712045 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
fBodyGyro-bandsEnergy()-9,16
Highly correlated
This variable is highly correlated with tBodyGyroJerk-energy()-X and should be ignored for analysis
| Correlation | 0.90538 |
|---|
fBodyGyro-bandsEnergy()-9,16.1
Numeric
| Distinct count | 6735 |
|---|---|
| Unique (%) | 91.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.95535 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.99999 |
| Q1 | -0.99997 |
| Median | -0.99914 |
| Q3 | -0.95343 |
| 95-th percentile | -0.79698 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.046541 |
Descriptive statistics
| Standard deviation | 0.11032 |
|---|---|
| Coef of variation | -0.11547 |
| Kurtosis | 62.17 |
| Mean | -0.95535 |
| MAD | 0.056509 |
| Skewness | 6.3533 |
| Sum | -7023.7 |
| Variance | 0.01217 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.99999361 | 5 | 0.1% | |
| -0.99999146 | 5 | 0.1% | |
| -0.99999486 | 5 | 0.1% | |
| -0.99999461 | 5 | 0.1% | |
| -0.99999426 | 4 | 0.1% | |
| -0.99999527 | 4 | 0.1% | |
| -0.99999583 | 4 | 0.1% | |
| -0.99999714 | 4 | 0.1% | |
| -0.9999891 | 4 | 0.1% | |
| -0.99999271 | 4 | 0.1% | |
| Other values (6725) | 7308 | 99.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.99999995 | 1 | 0.0% | |
| -0.99999972 | 1 | 0.0% | |
| -0.99999962 | 1 | 0.0% | |
| -0.99999953 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.44028047 | 1 | 0.0% | |
| 0.60838067 | 1 | 0.0% | |
| 0.61118338 | 1 | 0.0% | |
| 0.77525606 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
fBodyGyro-bandsEnergy()-9,16.2
Numeric
| Distinct count | 6957 |
|---|---|
| Unique (%) | 94.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.93197 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.99999 |
| Q1 | -0.99995 |
| Median | -0.99849 |
| Q3 | -0.91221 |
| 95-th percentile | -0.71589 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.087735 |
Descriptive statistics
| Standard deviation | 0.13796 |
|---|---|
| Coef of variation | -0.14803 |
| Kurtosis | 39.987 |
| Mean | -0.93197 |
| MAD | 0.081122 |
| Skewness | 5.0291 |
| Sum | -6851.8 |
| Variance | 0.019032 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.99997901 | 4 | 0.1% | |
| -0.99998454 | 3 | 0.0% | |
| -0.99998184 | 3 | 0.0% | |
| -0.99998682 | 3 | 0.0% | |
| -0.99997271 | 3 | 0.0% | |
| -0.99998138 | 3 | 0.0% | |
| -0.9999923 | 3 | 0.0% | |
| -0.99998836 | 3 | 0.0% | |
| -0.99996802 | 3 | 0.0% | |
| -0.99997343 | 3 | 0.0% | |
| Other values (6947) | 7321 | 99.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.99999993 | 1 | 0.0% | |
| -0.99999959 | 1 | 0.0% | |
| -0.9999995 | 1 | 0.0% | |
| -0.99999945 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.68509698 | 1 | 0.0% | |
| 0.71652532 | 1 | 0.0% | |
| 0.81238509 | 1 | 0.0% | |
| 0.92742957 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
fBodyGyro-energy()-X
Highly correlated
This variable is highly correlated with fBodyGyro-max()-X and should be ignored for analysis
| Correlation | 0.91498 |
|---|
fBodyGyro-energy()-Y
Highly correlated
This variable is highly correlated with fBodyGyro-mad()-Y and should be ignored for analysis
| Correlation | 0.91976 |
|---|
fBodyGyro-energy()-Z
Highly correlated
This variable is highly correlated with fBodyGyro-max()-Z and should be ignored for analysis
| Correlation | 0.9181 |
|---|
fBodyGyro-entropy()-X
Highly correlated
This variable is highly correlated with fBodyGyro-sma() and should be ignored for analysis
| Correlation | 0.91626 |
|---|
fBodyGyro-entropy()-Y
Highly correlated
This variable is highly correlated with fBodyGyro-entropy()-X and should be ignored for analysis
| Correlation | 0.96962 |
|---|
fBodyGyro-entropy()-Z
Highly correlated
This variable is highly correlated with fBodyGyro-entropy()-Y and should be ignored for analysis
| Correlation | 0.97183 |
|---|
fBodyGyro-iqr()-X
Highly correlated
This variable is highly correlated with fBodyGyro-sma() and should be ignored for analysis
| Correlation | 0.91764 |
|---|
fBodyGyro-iqr()-Y
Highly correlated
This variable is highly correlated with fBodyGyro-sma() and should be ignored for analysis
| Correlation | 0.93242 |
|---|
fBodyGyro-iqr()-Z
Highly correlated
This variable is highly correlated with fBodyGyro-sma() and should be ignored for analysis
| Correlation | 0.93357 |
|---|
fBodyGyro-kurtosis()-X
Highly correlated
This variable is highly correlated with fBodyGyro-skewness()-X and should be ignored for analysis
| Correlation | 0.98053 |
|---|
fBodyGyro-kurtosis()-Y
Highly correlated
This variable is highly correlated with fBodyGyro-skewness()-Y and should be ignored for analysis
| Correlation | 0.98194 |
|---|
fBodyGyro-kurtosis()-Z
Highly correlated
This variable is highly correlated with fBodyGyro-skewness()-Z and should be ignored for analysis
| Correlation | 0.98251 |
|---|
fBodyGyro-mad()-X
Highly correlated
This variable is highly correlated with fBodyGyro-std()-X and should be ignored for analysis
| Correlation | 0.98323 |
|---|
fBodyGyro-mad()-Y
Highly correlated
This variable is highly correlated with fBodyGyro-std()-Y and should be ignored for analysis
| Correlation | 0.97401 |
|---|
fBodyGyro-mad()-Z
Highly correlated
This variable is highly correlated with fBodyGyro-mad()-Y and should be ignored for analysis
| Correlation | 0.90651 |
|---|
fBodyGyro-max()-X
Highly correlated
This variable is highly correlated with fBodyGyro-mad()-X and should be ignored for analysis
| Correlation | 0.93855 |
|---|
fBodyGyro-max()-Y
Highly correlated
This variable is highly correlated with fBodyGyro-std()-Y and should be ignored for analysis
| Correlation | 0.96577 |
|---|
fBodyGyro-max()-Z
Highly correlated
This variable is highly correlated with fBodyGyro-mad()-Z and should be ignored for analysis
| Correlation | 0.90799 |
|---|
fBodyGyro-maxInds-X
Numeric
| Distinct count | 27 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.87453 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | -1 |
| Median | -0.93333 |
| Q3 | -0.86667 |
| 95-th percentile | -0.46667 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.13333 |
Descriptive statistics
| Standard deviation | 0.19821 |
|---|---|
| Coef of variation | -0.22665 |
| Kurtosis | 10.855 |
| Mean | -0.87453 |
| MAD | 0.1372 |
| Skewness | 2.6989 |
| Sum | -6429.5 |
| Variance | 0.039288 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -1.0 | 3065 | 41.7% | |
| -0.93333333 | 2037 | 27.7% | |
| -0.86666667 | 603 | 8.2% | |
| -0.6 | 291 | 4.0% | |
| -0.8 | 274 | 3.7% | |
| -0.66666667 | 249 | 3.4% | |
| -0.73333333 | 228 | 3.1% | |
| -0.53333333 | 176 | 2.4% | |
| -0.33333333 | 109 | 1.5% | |
| -0.26666667 | 85 | 1.2% | |
| Other values (17) | 235 | 3.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 3065 | 41.7% | |
| -0.93333333 | 2037 | 27.7% | |
| -0.86666667 | 603 | 8.2% | |
| -0.8 | 274 | 3.7% | |
| -0.73333333 | 228 | 3.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.46666667 | 3 | 0.0% | |
| 0.6 | 4 | 0.1% | |
| 0.73333333 | 1 | 0.0% | |
| 0.86666667 | 1 | 0.0% | |
| 1.0 | 3 | 0.0% |
fBodyGyro-maxInds-Y
Numeric
| Distinct count | 29 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.8109 |
|---|---|
| Minimum | -1 |
| Maximum | 0.80645 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | -1 |
| Median | -0.93548 |
| Q3 | -0.74194 |
| 95-th percentile | -0.096774 |
| Maximum | 0.80645 |
| Range | 1.8065 |
| Interquartile range | 0.25806 |
Descriptive statistics
| Standard deviation | 0.28231 |
|---|---|
| Coef of variation | -0.34814 |
| Kurtosis | 4.566 |
| Mean | -0.8109 |
| MAD | 0.20522 |
| Skewness | 2.1443 |
| Sum | -5961.7 |
| Variance | 0.079698 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -1.0 | 2510 | 34.1% | |
| -0.93548387 | 2046 | 27.8% | |
| -0.61290323 | 589 | 8.0% | |
| -0.87096774 | 414 | 5.6% | |
| -0.80645161 | 312 | 4.2% | |
| -0.74193548 | 282 | 3.8% | |
| -0.67741935 | 234 | 3.2% | |
| -0.5483871 | 169 | 2.3% | |
| -0.48387097 | 108 | 1.5% | |
| 0.032258065 | 91 | 1.2% | |
| Other values (19) | 597 | 8.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 2510 | 34.1% | |
| -0.93548387 | 2046 | 27.8% | |
| -0.87096774 | 414 | 5.6% | |
| -0.80645161 | 312 | 4.2% | |
| -0.74193548 | 282 | 3.8% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.5483871 | 2 | 0.0% | |
| 0.61290323 | 2 | 0.0% | |
| 0.67741935 | 1 | 0.0% | |
| 0.74193548 | 4 | 0.1% | |
| 0.80645161 | 1 | 0.0% |
fBodyGyro-maxInds-Z
Numeric
| Distinct count | 25 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.80525 |
|---|---|
| Minimum | -1 |
| Maximum | 0.65517 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | -1 |
| Median | -0.93103 |
| Q3 | -0.65517 |
| 95-th percentile | -0.37931 |
| Maximum | 0.65517 |
| Range | 1.6552 |
| Interquartile range | 0.34483 |
Descriptive statistics
| Standard deviation | 0.23976 |
|---|---|
| Coef of variation | -0.29774 |
| Kurtosis | 3.8738 |
| Mean | -0.80525 |
| MAD | 0.18765 |
| Skewness | 1.7463 |
| Sum | -5920.2 |
| Variance | 0.057484 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -1.0 | 2426 | 33.0% | |
| -0.93103448 | 1541 | 21.0% | |
| -0.5862069 | 760 | 10.3% | |
| -0.79310345 | 589 | 8.0% | |
| -0.86206897 | 414 | 5.6% | |
| -0.65517241 | 404 | 5.5% | |
| -0.72413793 | 337 | 4.6% | |
| -0.51724138 | 247 | 3.4% | |
| -0.44827586 | 209 | 2.8% | |
| -0.37931034 | 115 | 1.6% | |
| Other values (15) | 310 | 4.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 2426 | 33.0% | |
| -0.93103448 | 1541 | 21.0% | |
| -0.86206897 | 414 | 5.6% | |
| -0.79310345 | 589 | 8.0% | |
| -0.72413793 | 337 | 4.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.37931034 | 3 | 0.0% | |
| 0.44827586 | 1 | 0.0% | |
| 0.51724138 | 5 | 0.1% | |
| 0.5862069 | 1 | 0.0% | |
| 0.65517241 | 1 | 0.0% |
fBodyGyro-mean()-X
Highly correlated
This variable is highly correlated with fBodyAccJerk-entropy()-Z and should be ignored for analysis
| Correlation | 0.91544 |
|---|
fBodyGyro-mean()-Y
Highly correlated
This variable is highly correlated with fBodyAccJerk-entropy()-Z and should be ignored for analysis
| Correlation | 0.91324 |
|---|
fBodyGyro-mean()-Z
Highly correlated
This variable is highly correlated with fBodyGyro-mean()-Y and should be ignored for analysis
| Correlation | 0.91413 |
|---|
fBodyGyro-meanFreq()-X
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.10121 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.5313 |
| Q1 | -0.2737 |
| Median | -0.099098 |
| Q3 | 0.070301 |
| 95-th percentile | 0.3192 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.344 |
Descriptive statistics
| Standard deviation | 0.25925 |
|---|---|
| Coef of variation | -2.5615 |
| Kurtosis | 0.10275 |
| Mean | -0.10121 |
| MAD | 0.20583 |
| Skewness | 0.0023909 |
| Sum | -744.11 |
| Variance | 0.067211 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.1293733 | 1 | 0.0% | |
| -0.12476179 | 1 | 0.0% | |
| 0.088457777 | 1 | 0.0% | |
| 0.25528866 | 1 | 0.0% | |
| -0.17305798 | 1 | 0.0% | |
| 0.34638091 | 1 | 0.0% | |
| 0.318666 | 1 | 0.0% | |
| -0.18593153 | 1 | 0.0% | |
| -0.11750655 | 1 | 0.0% | |
| -0.21448153 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.99404039 | 1 | 0.0% | |
| -0.98145731 | 1 | 0.0% | |
| -0.94624395 | 1 | 0.0% | |
| -0.92606304 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.85479432 | 1 | 0.0% | |
| 0.89395624 | 1 | 0.0% | |
| 0.92811204 | 1 | 0.0% | |
| 0.98394006 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
fBodyGyro-meanFreq()-Y
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.17714 |
|---|---|
| Minimum | -1 |
| Maximum | 0.99374 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.64043 |
| Q1 | -0.36662 |
| Median | -0.17607 |
| Q3 | 0.011205 |
| 95-th percentile | 0.2749 |
| Maximum | 0.99374 |
| Range | 1.9937 |
| Interquartile range | 0.37782 |
Descriptive statistics
| Standard deviation | 0.27597 |
|---|---|
| Coef of variation | -1.5579 |
| Kurtosis | -0.070757 |
| Mean | -0.17714 |
| MAD | 0.22097 |
| Skewness | -0.002503 |
| Sum | -1302.4 |
| Variance | 0.076159 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.26660038 | 1 | 0.0% | |
| -0.37127753 | 1 | 0.0% | |
| 0.047305126 | 1 | 0.0% | |
| -0.64668703 | 1 | 0.0% | |
| -0.28328349 | 1 | 0.0% | |
| -0.37289942 | 1 | 0.0% | |
| -0.59491035 | 1 | 0.0% | |
| -0.81851346 | 1 | 0.0% | |
| -0.35104317 | 1 | 0.0% | |
| -0.26269876 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.99522973 | 1 | 0.0% | |
| -0.99158755 | 1 | 0.0% | |
| -0.97244526 | 1 | 0.0% | |
| -0.97242168 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.68124324 | 1 | 0.0% | |
| 0.69703565 | 1 | 0.0% | |
| 0.77310551 | 1 | 0.0% | |
| 0.77582502 | 1 | 0.0% | |
| 0.99374103 | 1 | 0.0% |
fBodyGyro-meanFreq()-Z
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.048458 |
|---|---|
| Minimum | -0.96635 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -0.96635 |
|---|---|
| 5-th percentile | -0.4856 |
| Q1 | -0.22748 |
| Median | -0.051029 |
| Q3 | 0.12571 |
| 95-th percentile | 0.39535 |
| Maximum | 1 |
| Range | 1.9663 |
| Interquartile range | 0.35319 |
Descriptive statistics
| Standard deviation | 0.26599 |
|---|---|
| Coef of variation | -5.4891 |
| Kurtosis | 0.026145 |
| Mean | -0.048458 |
| MAD | 0.21046 |
| Skewness | 0.018416 |
| Sum | -356.26 |
| Variance | 0.070751 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.42482006 | 1 | 0.0% | |
| 0.19165431 | 1 | 0.0% | |
| -0.7494064 | 1 | 0.0% | |
| 0.46451025 | 1 | 0.0% | |
| -0.20100885 | 1 | 0.0% | |
| -0.059340027 | 1 | 0.0% | |
| -0.38986451 | 1 | 0.0% | |
| 0.29149797 | 1 | 0.0% | |
| -0.18243241 | 1 | 0.0% | |
| 0.5888187 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.96634502 | 1 | 0.0% | |
| -0.96347699 | 1 | 0.0% | |
| -0.92307499 | 1 | 0.0% | |
| -0.90735561 | 1 | 0.0% | |
| -0.90687438 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.81715649 | 1 | 0.0% | |
| 0.8173932 | 1 | 0.0% | |
| 0.81814488 | 1 | 0.0% | |
| 0.8611237 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
fBodyGyro-min()-X
Numeric
| Distinct count | 7342 |
|---|---|
| Unique (%) | 99.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.93214 |
|---|---|
| Minimum | -1 |
| Maximum | 0.4652 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.99943 |
| Q1 | -0.9971 |
| Median | -0.98305 |
| Q3 | -0.90692 |
| 95-th percentile | -0.72137 |
| Maximum | 0.4652 |
| Range | 1.4652 |
| Interquartile range | 0.090181 |
Descriptive statistics
| Standard deviation | 0.11171 |
|---|---|
| Coef of variation | -0.11985 |
| Kurtosis | 19.711 |
| Mean | -0.93214 |
| MAD | 0.073977 |
| Skewness | 3.4822 |
| Sum | -6853.1 |
| Variance | 0.01248 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.999233 | 2 | 0.0% | |
| -0.99880994 | 2 | 0.0% | |
| -0.99831287 | 2 | 0.0% | |
| -0.99873161 | 2 | 0.0% | |
| -0.99577844 | 2 | 0.0% | |
| -0.9975587 | 2 | 0.0% | |
| -0.92731456 | 2 | 0.0% | |
| -0.99866989 | 2 | 0.0% | |
| -0.98758261 | 2 | 0.0% | |
| -0.99932888 | 2 | 0.0% | |
| Other values (7332) | 7332 | 99.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.99999996 | 1 | 0.0% | |
| -0.99999974 | 1 | 0.0% | |
| -0.99999485 | 1 | 0.0% | |
| -0.99999329 | 1 | 0.0% | |
| -0.99999325 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.09564348 | 1 | 0.0% | |
| 0.16040378 | 1 | 0.0% | |
| 0.21088345 | 1 | 0.0% | |
| 0.31428418 | 1 | 0.0% | |
| 0.46519723 | 1 | 0.0% |
fBodyGyro-min()-Y
Numeric
| Distinct count | 7347 |
|---|---|
| Unique (%) | 99.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.89862 |
|---|---|
| Minimum | -1 |
| Maximum | 0.7945 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.99901 |
| Q1 | -0.99492 |
| Median | -0.975 |
| Q3 | -0.86115 |
| 95-th percentile | -0.57561 |
| Maximum | 0.7945 |
| Range | 1.7945 |
| Interquartile range | 0.13377 |
Descriptive statistics
| Standard deviation | 0.16262 |
|---|---|
| Coef of variation | -0.18096 |
| Kurtosis | 13.926 |
| Mean | -0.89862 |
| MAD | 0.11114 |
| Skewness | 3.038 |
| Sum | -6606.6 |
| Variance | 0.026444 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.99827071 | 2 | 0.0% | |
| -0.99841592 | 2 | 0.0% | |
| -0.99380448 | 2 | 0.0% | |
| -0.99954609 | 2 | 0.0% | |
| -0.99619801 | 2 | 0.0% | |
| -0.97956241 | 1 | 0.0% | |
| -0.64925515 | 1 | 0.0% | |
| -0.99838515 | 1 | 0.0% | |
| -0.9974992 | 1 | 0.0% | |
| -0.83117798 | 1 | 0.0% | |
| Other values (7337) | 7337 | 99.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.9999967 | 1 | 0.0% | |
| -0.99999483 | 1 | 0.0% | |
| -0.99999318 | 1 | 0.0% | |
| -0.99998783 | 1 | 0.0% | |
| -0.9999841 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.52628504 | 1 | 0.0% | |
| 0.55280471 | 1 | 0.0% | |
| 0.59028125 | 1 | 0.0% | |
| 0.62234871 | 1 | 0.0% | |
| 0.79449806 | 1 | 0.0% |
fBodyGyro-min()-Z
Numeric
| Distinct count | 7344 |
|---|---|
| Unique (%) | 99.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.90783 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.99896 |
| Q1 | -0.99494 |
| Median | -0.97225 |
| Q3 | -0.87034 |
| 95-th percentile | -0.63802 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.1246 |
Descriptive statistics
| Standard deviation | 0.14248 |
|---|---|
| Coef of variation | -0.15694 |
| Kurtosis | 17.114 |
| Mean | -0.90783 |
| MAD | 0.097455 |
| Skewness | 3.174 |
| Sum | -6674.3 |
| Variance | 0.020299 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.99798208 | 2 | 0.0% | |
| -0.99872714 | 2 | 0.0% | |
| -0.99811487 | 2 | 0.0% | |
| -0.99839956 | 2 | 0.0% | |
| -0.99310121 | 2 | 0.0% | |
| -0.99432129 | 2 | 0.0% | |
| -0.99648456 | 2 | 0.0% | |
| -0.99649288 | 2 | 0.0% | |
| -0.66595736 | 1 | 0.0% | |
| -0.98338233 | 1 | 0.0% | |
| Other values (7334) | 7334 | 99.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.99999972 | 1 | 0.0% | |
| -0.99999664 | 1 | 0.0% | |
| -0.99999661 | 1 | 0.0% | |
| -0.99999485 | 1 | 0.0% | |
| -0.99999264 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.27385833 | 1 | 0.0% | |
| 0.35966594 | 1 | 0.0% | |
| 0.36724795 | 1 | 0.0% | |
| 0.68651412 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
fBodyGyro-skewness()-X
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.1747 |
|---|---|
| Minimum | -1 |
| Maximum | 0.92089 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.64071 |
| Q1 | -0.41391 |
| Median | -0.21711 |
| Q3 | 0.034655 |
| 95-th percentile | 0.41792 |
| Maximum | 0.92089 |
| Range | 1.9209 |
| Interquartile range | 0.44857 |
Descriptive statistics
| Standard deviation | 0.32372 |
|---|---|
| Coef of variation | -1.853 |
| Kurtosis | -0.18977 |
| Mean | -0.1747 |
| MAD | 0.26231 |
| Skewness | 0.48655 |
| Sum | -1284.4 |
| Variance | 0.10479 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.55671437 | 1 | 0.0% | |
| -0.7620948 | 1 | 0.0% | |
| -0.61849175 | 1 | 0.0% | |
| -0.13023919 | 1 | 0.0% | |
| 0.13219807 | 1 | 0.0% | |
| 0.27066564 | 1 | 0.0% | |
| -0.56837573 | 1 | 0.0% | |
| 0.17902783 | 1 | 0.0% | |
| -0.23541918 | 1 | 0.0% | |
| -0.55242736 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.99830199 | 1 | 0.0% | |
| -0.99069817 | 1 | 0.0% | |
| -0.97254723 | 1 | 0.0% | |
| -0.94051576 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.87305253 | 1 | 0.0% | |
| 0.88914796 | 1 | 0.0% | |
| 0.90388401 | 1 | 0.0% | |
| 0.90806871 | 1 | 0.0% | |
| 0.92089008 | 1 | 0.0% |
fBodyGyro-skewness()-Y
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.1728 |
|---|---|
| Minimum | -1 |
| Maximum | 0.98133 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.62203 |
| Q1 | -0.44418 |
| Median | -0.24085 |
| Q3 | 0.04083 |
| 95-th percentile | 0.5067 |
| Maximum | 0.98133 |
| Range | 1.9813 |
| Interquartile range | 0.48501 |
Descriptive statistics
| Standard deviation | 0.34675 |
|---|---|
| Coef of variation | -2.0066 |
| Kurtosis | -0.055187 |
| Mean | -0.1728 |
| MAD | 0.28231 |
| Skewness | 0.73073 |
| Sum | -1270.4 |
| Variance | 0.12023 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.35840822 | 1 | 0.0% | |
| -0.56936245 | 1 | 0.0% | |
| -0.10789465 | 1 | 0.0% | |
| -0.14414066 | 1 | 0.0% | |
| -0.32792354 | 1 | 0.0% | |
| -0.10958128 | 1 | 0.0% | |
| -0.53053974 | 1 | 0.0% | |
| -0.45070774 | 1 | 0.0% | |
| -0.098143777 | 1 | 0.0% | |
| 0.13029277 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.94688225 | 1 | 0.0% | |
| -0.90768007 | 1 | 0.0% | |
| -0.86203714 | 1 | 0.0% | |
| -0.8598607 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.94201073 | 1 | 0.0% | |
| 0.94302553 | 1 | 0.0% | |
| 0.95506855 | 1 | 0.0% | |
| 0.97529022 | 1 | 0.0% | |
| 0.98132937 | 1 | 0.0% |
fBodyGyro-skewness()-Z
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.21672 |
|---|---|
| Minimum | -0.90898 |
| Maximum | 0.90357 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -0.90898 |
|---|---|
| 5-th percentile | -0.66403 |
| Q1 | -0.47403 |
| Median | -0.27133 |
| Q3 | -0.006985 |
| 95-th percentile | 0.39452 |
| Maximum | 0.90357 |
| Range | 1.8126 |
| Interquartile range | 0.46705 |
Descriptive statistics
| Standard deviation | 0.33044 |
|---|---|
| Coef of variation | -1.5247 |
| Kurtosis | -0.29762 |
| Mean | -0.21672 |
| MAD | 0.2706 |
| Skewness | 0.59679 |
| Sum | -1593.3 |
| Variance | 0.10919 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.34474301 | 1 | 0.0% | |
| -0.26507114 | 1 | 0.0% | |
| 0.43876273 | 1 | 0.0% | |
| 0.27637659 | 1 | 0.0% | |
| -0.24583458 | 1 | 0.0% | |
| 0.42385118 | 1 | 0.0% | |
| 0.13652734 | 1 | 0.0% | |
| -0.31237091 | 1 | 0.0% | |
| -0.058112386 | 1 | 0.0% | |
| 0.25015441 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.90898061 | 1 | 0.0% | |
| -0.89991163 | 1 | 0.0% | |
| -0.89952127 | 1 | 0.0% | |
| -0.87659008 | 1 | 0.0% | |
| -0.87161815 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.8444074 | 1 | 0.0% | |
| 0.84993855 | 1 | 0.0% | |
| 0.86901978 | 1 | 0.0% | |
| 0.88450888 | 1 | 0.0% | |
| 0.9035711 | 1 | 0.0% |
fBodyGyro-sma()
Highly correlated
This variable is highly correlated with fBodyGyro-mad()-Z and should be ignored for analysis
| Correlation | 0.95568 |
|---|
fBodyGyro-std()-X
Highly correlated
This variable is highly correlated with fBodyGyro-mean()-X and should be ignored for analysis
| Correlation | 0.96249 |
|---|
fBodyGyro-std()-Y
Highly correlated
This variable is highly correlated with fBodyGyro-mean()-Y and should be ignored for analysis
| Correlation | 0.94427 |
|---|
fBodyGyro-std()-Z
Highly correlated
This variable is highly correlated with fBodyGyro-mean()-Z and should be ignored for analysis
| Correlation | 0.95294 |
|---|
subject
Numeric
| Distinct count | 21 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 17.413 |
|---|---|
| Minimum | 1 |
| Maximum | 30 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 8 |
| Median | 19 |
| Q3 | 26 |
| 95-th percentile | 30 |
| Maximum | 30 |
| Range | 29 |
| Interquartile range | 18 |
Descriptive statistics
| Standard deviation | 8.9751 |
|---|---|
| Coef of variation | 0.51543 |
| Kurtosis | -1.1789 |
| Mean | 17.413 |
| MAD | 7.7558 |
| Skewness | -0.315 |
| Sum | 128021 |
| Variance | 80.553 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 25 | 409 | 5.6% | |
| 21 | 408 | 5.5% | |
| 26 | 392 | 5.3% | |
| 30 | 383 | 5.2% | |
| 28 | 382 | 5.2% | |
| 27 | 376 | 5.1% | |
| 23 | 372 | 5.1% | |
| 17 | 368 | 5.0% | |
| 16 | 366 | 5.0% | |
| 19 | 360 | 4.9% | |
| Other values (11) | 3536 | 48.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 347 | 4.7% | |
| 3 | 341 | 4.6% | |
| 5 | 302 | 4.1% | |
| 6 | 325 | 4.4% | |
| 7 | 308 | 4.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 26 | 392 | 5.3% | |
| 27 | 376 | 5.1% | |
| 28 | 382 | 5.2% | |
| 29 | 344 | 4.7% | |
| 30 | 383 | 5.2% |
tBodyAcc-arCoeff()-X,1
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.1166 |
|---|---|
| Minimum | -0.9259 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -0.9259 |
|---|---|
| 5-th percentile | -0.58601 |
| Q1 | -0.36493 |
| Median | -0.12939 |
| Q3 | 0.13266 |
| 95-th percentile | 0.37184 |
| Maximum | 1 |
| Range | 1.9259 |
| Interquartile range | 0.49758 |
Descriptive statistics
| Standard deviation | 0.30651 |
|---|---|
| Coef of variation | -2.6287 |
| Kurtosis | -0.83191 |
| Mean | -0.1166 |
| MAD | 0.26143 |
| Skewness | 0.081202 |
| Sum | -857.23 |
| Variance | 0.093947 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.026793798 | 1 | 0.0% | |
| 0.30936714 | 1 | 0.0% | |
| -0.65362349 | 1 | 0.0% | |
| 0.01061776 | 1 | 0.0% | |
| -0.24147193 | 1 | 0.0% | |
| -0.14230176 | 1 | 0.0% | |
| -0.39041871 | 1 | 0.0% | |
| 0.18188076 | 1 | 0.0% | |
| -0.30457452 | 1 | 0.0% | |
| 0.21096088 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.92589735 | 1 | 0.0% | |
| -0.89810192 | 1 | 0.0% | |
| -0.896899 | 1 | 0.0% | |
| -0.88694821 | 1 | 0.0% | |
| -0.87740622 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.81893016 | 1 | 0.0% | |
| 0.83361243 | 1 | 0.0% | |
| 0.89876721 | 1 | 0.0% | |
| 0.92929351 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyAcc-arCoeff()-X,2
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.10276 |
|---|---|
| Minimum | -0.9631 |
| Maximum | 0.97845 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -0.9631 |
|---|---|
| 5-th percentile | -0.24456 |
| Q1 | -0.082544 |
| Median | 0.070073 |
| Q3 | 0.27687 |
| 95-th percentile | 0.54119 |
| Maximum | 0.97845 |
| Range | 1.9415 |
| Interquartile range | 0.35942 |
Descriptive statistics
| Standard deviation | 0.24659 |
|---|---|
| Coef of variation | 2.3997 |
| Kurtosis | -0.14651 |
| Mean | 0.10276 |
| MAD | 0.20178 |
| Skewness | 0.36361 |
| Sum | 755.51 |
| Variance | 0.060808 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.3095558 | 1 | 0.0% | |
| -0.20160552 | 1 | 0.0% | |
| 0.31301721 | 1 | 0.0% | |
| -0.04197629 | 1 | 0.0% | |
| 0.1984825 | 1 | 0.0% | |
| 0.67031873 | 1 | 0.0% | |
| -0.28705375 | 1 | 0.0% | |
| -0.18391118 | 1 | 0.0% | |
| -0.028402782 | 1 | 0.0% | |
| 0.14646594 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.9630993 | 1 | 0.0% | |
| -0.92574827 | 1 | 0.0% | |
| -0.87914548 | 1 | 0.0% | |
| -0.85301114 | 1 | 0.0% | |
| -0.69394985 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.90868109 | 1 | 0.0% | |
| 0.91406221 | 1 | 0.0% | |
| 0.91667885 | 1 | 0.0% | |
| 0.91919095 | 1 | 0.0% | |
| 0.97844881 | 1 | 0.0% |
tBodyAcc-arCoeff()-X,3
Numeric
| Distinct count | 7351 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.037786 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.46582 |
| Q1 | -0.19058 |
| Median | -0.019001 |
| Q3 | 0.12863 |
| 95-th percentile | 0.33011 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.31922 |
Descriptive statistics
| Standard deviation | 0.24363 |
|---|---|
| Coef of variation | -6.4478 |
| Kurtosis | 0.31421 |
| Mean | -0.037786 |
| MAD | 0.19204 |
| Skewness | -0.26241 |
| Sum | -277.8 |
| Variance | 0.059358 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.35029024 | 2 | 0.0% | |
| 0.26066592 | 1 | 0.0% | |
| 0.10066825 | 1 | 0.0% | |
| 0.024161613 | 1 | 0.0% | |
| 0.11279977 | 1 | 0.0% | |
| -0.32731421 | 1 | 0.0% | |
| 0.35758367 | 1 | 0.0% | |
| -0.7615061 | 1 | 0.0% | |
| 0.0078436233 | 1 | 0.0% | |
| -0.1687978 | 1 | 0.0% | |
| Other values (7341) | 7341 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.98057777 | 1 | 0.0% | |
| -0.89552081 | 1 | 0.0% | |
| -0.87085542 | 1 | 0.0% | |
| -0.86264419 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.87349209 | 1 | 0.0% | |
| 0.88042123 | 1 | 0.0% | |
| 0.95667059 | 1 | 0.0% | |
| 0.97687005 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyAcc-arCoeff()-X,4
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.13048 |
|---|---|
| Minimum | -0.82205 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -0.82205 |
|---|---|
| 5-th percentile | -0.24906 |
| Q1 | -0.023857 |
| Median | 0.13415 |
| Q3 | 0.28532 |
| 95-th percentile | 0.49769 |
| Maximum | 1 |
| Range | 1.8221 |
| Interquartile range | 0.30917 |
Descriptive statistics
| Standard deviation | 0.23007 |
|---|---|
| Coef of variation | 1.7633 |
| Kurtosis | 0.15083 |
| Mean | 0.13048 |
| MAD | 0.18293 |
| Skewness | -0.11382 |
| Sum | 959.27 |
| Variance | 0.052931 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.22072269 | 1 | 0.0% | |
| 0.14547107 | 1 | 0.0% | |
| 0.39978781 | 1 | 0.0% | |
| 0.055226527 | 1 | 0.0% | |
| 0.093756667 | 1 | 0.0% | |
| 0.42858881 | 1 | 0.0% | |
| -0.48433254 | 1 | 0.0% | |
| -0.11295797 | 1 | 0.0% | |
| -0.025621419 | 1 | 0.0% | |
| -0.36076142 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.82205333 | 1 | 0.0% | |
| -0.78027287 | 1 | 0.0% | |
| -0.70720597 | 1 | 0.0% | |
| -0.706457 | 1 | 0.0% | |
| -0.69803324 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.90851749 | 1 | 0.0% | |
| 0.9651826 | 1 | 0.0% | |
| 0.96798194 | 1 | 0.0% | |
| 0.98604484 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyAcc-arCoeff()-Y,1
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.026229 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.42601 |
| Q1 | -0.22194 |
| Median | -0.04071 |
| Q3 | 0.17234 |
| 95-th percentile | 0.3934 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.39429 |
Descriptive statistics
| Standard deviation | 0.25738 |
|---|---|
| Coef of variation | -9.8128 |
| Kurtosis | -0.58723 |
| Mean | -0.026229 |
| MAD | 0.21482 |
| Skewness | 0.098297 |
| Sum | -192.84 |
| Variance | 0.066246 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.28483604 | 1 | 0.0% | |
| 0.40400791 | 1 | 0.0% | |
| -0.013468808 | 1 | 0.0% | |
| 0.33643533 | 1 | 0.0% | |
| 0.26328312 | 1 | 0.0% | |
| -0.12219434 | 1 | 0.0% | |
| -0.19535215 | 1 | 0.0% | |
| -0.029473233 | 1 | 0.0% | |
| -0.086894259 | 1 | 0.0% | |
| 0.23010825 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.77220781 | 1 | 0.0% | |
| -0.7483232 | 1 | 0.0% | |
| -0.73733159 | 1 | 0.0% | |
| -0.73239637 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.64738279 | 1 | 0.0% | |
| 0.67814574 | 1 | 0.0% | |
| 0.7848612 | 1 | 0.0% | |
| 0.96646571 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyAcc-arCoeff()-Y,2
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.026322 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.29091 |
| Q1 | -0.13543 |
| Median | 0.011748 |
| Q3 | 0.17783 |
| 95-th percentile | 0.39104 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.31327 |
Descriptive statistics
| Standard deviation | 0.215 |
|---|---|
| Coef of variation | 8.1682 |
| Kurtosis | -0.14814 |
| Mean | 0.026322 |
| MAD | 0.17591 |
| Skewness | 0.26997 |
| Sum | 193.52 |
| Variance | 0.046226 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.59176957 | 1 | 0.0% | |
| -0.33005264 | 1 | 0.0% | |
| 0.38884829 | 1 | 0.0% | |
| 0.19418778 | 1 | 0.0% | |
| -0.24622417 | 1 | 0.0% | |
| -0.24720213 | 1 | 0.0% | |
| -0.15390946 | 1 | 0.0% | |
| 0.027183908 | 1 | 0.0% | |
| 0.39152281 | 1 | 0.0% | |
| 0.01471437 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.7962952 | 1 | 0.0% | |
| -0.73178097 | 1 | 0.0% | |
| -0.66881887 | 1 | 0.0% | |
| -0.65395368 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.74241653 | 1 | 0.0% | |
| 0.74578313 | 1 | 0.0% | |
| 0.78437025 | 1 | 0.0% | |
| 0.87278095 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyAcc-arCoeff()-Y,3
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.15997 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.19287 |
| Q1 | 0.03443 |
| Median | 0.16844 |
| Q3 | 0.29341 |
| 95-th percentile | 0.49435 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.25898 |
Descriptive statistics
| Standard deviation | 0.20884 |
|---|---|
| Coef of variation | 1.3055 |
| Kurtosis | 0.6665 |
| Mean | 0.15997 |
| MAD | 0.16201 |
| Skewness | -0.19041 |
| Sum | 1176.1 |
| Variance | 0.043613 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.25197097 | 1 | 0.0% | |
| 0.31936827 | 1 | 0.0% | |
| 0.1655276 | 1 | 0.0% | |
| 0.1365376 | 1 | 0.0% | |
| -0.2169533 | 1 | 0.0% | |
| -0.0014069498 | 1 | 0.0% | |
| 0.17976786 | 1 | 0.0% | |
| -0.10123632 | 1 | 0.0% | |
| 0.34094369 | 1 | 0.0% | |
| -0.043487002 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.79768281 | 1 | 0.0% | |
| -0.7139386 | 1 | 0.0% | |
| -0.69545637 | 1 | 0.0% | |
| -0.65205972 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.92719982 | 1 | 0.0% | |
| 0.94462778 | 1 | 0.0% | |
| 0.97415126 | 1 | 0.0% | |
| 0.98063436 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyAcc-arCoeff()-Y,4
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.019575 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.38031 |
| Q1 | -0.16884 |
| Median | -0.022448 |
| Q3 | 0.13086 |
| 95-th percentile | 0.33957 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.2997 |
Descriptive statistics
| Standard deviation | 0.22143 |
|---|---|
| Coef of variation | -11.312 |
| Kurtosis | 0.1947 |
| Mean | -0.019575 |
| MAD | 0.17676 |
| Skewness | -0.013601 |
| Sum | -143.91 |
| Variance | 0.049032 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.051270703 | 1 | 0.0% | |
| -0.093078117 | 1 | 0.0% | |
| -0.095863689 | 1 | 0.0% | |
| -0.30937244 | 1 | 0.0% | |
| 0.012383325 | 1 | 0.0% | |
| 0.31698693 | 1 | 0.0% | |
| 0.10790119 | 1 | 0.0% | |
| -0.022077236 | 1 | 0.0% | |
| -0.25736505 | 1 | 0.0% | |
| 0.19943495 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.92243674 | 1 | 0.0% | |
| -0.88588163 | 1 | 0.0% | |
| -0.80672536 | 1 | 0.0% | |
| -0.78500473 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.80825199 | 1 | 0.0% | |
| 0.83921338 | 1 | 0.0% | |
| 0.86596477 | 1 | 0.0% | |
| 0.88874447 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyAcc-arCoeff()-Z,1
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.0094196 |
|---|---|
| Minimum | -1 |
| Maximum | 0.81462 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.47391 |
| Q1 | -0.2073 |
| Median | 0.029044 |
| Q3 | 0.23098 |
| 95-th percentile | 0.44396 |
| Maximum | 0.81462 |
| Range | 1.8146 |
| Interquartile range | 0.43828 |
Descriptive statistics
| Standard deviation | 0.28608 |
|---|---|
| Coef of variation | 30.371 |
| Kurtosis | -0.62898 |
| Mean | 0.0094196 |
| MAD | 0.23859 |
| Skewness | -0.17291 |
| Sum | 69.253 |
| Variance | 0.081843 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.49957892 | 1 | 0.0% | |
| -0.22419552 | 1 | 0.0% | |
| -0.18408655 | 1 | 0.0% | |
| -0.01332334 | 1 | 0.0% | |
| -0.089019364 | 1 | 0.0% | |
| -0.39007701 | 1 | 0.0% | |
| 0.12021444 | 1 | 0.0% | |
| -0.29390893 | 1 | 0.0% | |
| 0.033594848 | 1 | 0.0% | |
| -0.31804386 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.80950184 | 1 | 0.0% | |
| -0.80401247 | 1 | 0.0% | |
| -0.80176222 | 1 | 0.0% | |
| -0.79837015 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.73930895 | 1 | 0.0% | |
| 0.74552642 | 1 | 0.0% | |
| 0.76070428 | 1 | 0.0% | |
| 0.80918852 | 1 | 0.0% | |
| 0.81462304 | 1 | 0.0% |
tBodyAcc-arCoeff()-Z,2
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.033291 |
|---|---|
| Minimum | -0.75375 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -0.75375 |
|---|---|
| 5-th percentile | -0.27629 |
| Q1 | -0.12351 |
| Median | 0.0032658 |
| Q3 | 0.1756 |
| 95-th percentile | 0.42666 |
| Maximum | 1 |
| Range | 1.7538 |
| Interquartile range | 0.29912 |
Descriptive statistics
| Standard deviation | 0.21629 |
|---|---|
| Coef of variation | 6.497 |
| Kurtosis | -0.044424 |
| Mean | 0.033291 |
| MAD | 0.17451 |
| Skewness | 0.46329 |
| Sum | 244.75 |
| Variance | 0.046781 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.099126028 | 1 | 0.0% | |
| 0.075422356 | 1 | 0.0% | |
| -0.037169613 | 1 | 0.0% | |
| -0.1580138 | 1 | 0.0% | |
| -0.13594144 | 1 | 0.0% | |
| 0.45976586 | 1 | 0.0% | |
| -0.0015960901 | 1 | 0.0% | |
| -0.12932634 | 1 | 0.0% | |
| -0.04184507 | 1 | 0.0% | |
| 0.35292861 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.75375375 | 1 | 0.0% | |
| -0.59036787 | 1 | 0.0% | |
| -0.56418562 | 1 | 0.0% | |
| -0.5449354 | 1 | 0.0% | |
| -0.52112519 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.73916375 | 1 | 0.0% | |
| 0.7789785 | 1 | 0.0% | |
| 0.80862884 | 1 | 0.0% | |
| 0.86602457 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyAcc-arCoeff()-Z,3
Numeric
| Distinct count | 7351 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.036587 |
|---|---|
| Minimum | -1 |
| Maximum | 0.99721 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.37957 |
| Q1 | -0.10654 |
| Median | 0.049432 |
| Q3 | 0.19556 |
| 95-th percentile | 0.39764 |
| Maximum | 0.99721 |
| Range | 1.9972 |
| Interquartile range | 0.3021 |
Descriptive statistics
| Standard deviation | 0.23623 |
|---|---|
| Coef of variation | 6.4566 |
| Kurtosis | 0.36006 |
| Mean | 0.036587 |
| MAD | 0.18559 |
| Skewness | -0.32453 |
| Sum | 268.98 |
| Variance | 0.055803 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.16565637 | 2 | 0.0% | |
| 0.017274383 | 1 | 0.0% | |
| 0.0051748925 | 1 | 0.0% | |
| 0.38543366 | 1 | 0.0% | |
| -0.39785295 | 1 | 0.0% | |
| -0.14873982 | 1 | 0.0% | |
| -0.31501911 | 1 | 0.0% | |
| -0.37960288 | 1 | 0.0% | |
| 0.010259991 | 1 | 0.0% | |
| 0.1024635 | 1 | 0.0% | |
| Other values (7341) | 7341 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.96188168 | 1 | 0.0% | |
| -0.95608258 | 1 | 0.0% | |
| -0.84844667 | 1 | 0.0% | |
| -0.83703973 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.78061109 | 1 | 0.0% | |
| 0.817526 | 1 | 0.0% | |
| 0.90769312 | 1 | 0.0% | |
| 0.94640524 | 1 | 0.0% | |
| 0.99720675 | 1 | 0.0% |
tBodyAcc-arCoeff()-Z,4
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.07864 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.45383 |
| Q1 | -0.23888 |
| Median | -0.08194 |
| Q3 | 0.079229 |
| 95-th percentile | 0.30724 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.31811 |
Descriptive statistics
| Standard deviation | 0.23276 |
|---|---|
| Coef of variation | -2.9598 |
| Kurtosis | 0.056775 |
| Mean | -0.07864 |
| MAD | 0.18591 |
| Skewness | 0.066594 |
| Sum | -578.16 |
| Variance | 0.054176 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.070810811 | 1 | 0.0% | |
| -0.12834644 | 1 | 0.0% | |
| -0.4259563 | 1 | 0.0% | |
| 0.038747196 | 1 | 0.0% | |
| -0.2150115 | 1 | 0.0% | |
| -0.55357675 | 1 | 0.0% | |
| 0.20180238 | 1 | 0.0% | |
| -0.079172067 | 1 | 0.0% | |
| -0.079945926 | 1 | 0.0% | |
| -0.053462615 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.93620242 | 1 | 0.0% | |
| -0.92829616 | 1 | 0.0% | |
| -0.91944643 | 1 | 0.0% | |
| -0.91503975 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.6722141 | 1 | 0.0% | |
| 0.67230598 | 1 | 0.0% | |
| 0.78840573 | 1 | 0.0% | |
| 0.91838167 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyAcc-correlation()-X,Y
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.12513 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.65539 |
| Q1 | -0.37394 |
| Median | -0.16373 |
| Q3 | 0.070818 |
| 95-th percentile | 0.58845 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.44476 |
Descriptive statistics
| Standard deviation | 0.36315 |
|---|---|
| Coef of variation | -2.9022 |
| Kurtosis | 0.36061 |
| Mean | -0.12513 |
| MAD | 0.28091 |
| Skewness | 0.58252 |
| Sum | -919.96 |
| Variance | 0.13188 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.21241003 | 1 | 0.0% | |
| -0.75895348 | 1 | 0.0% | |
| -0.37486164 | 1 | 0.0% | |
| -0.067087449 | 1 | 0.0% | |
| -0.23648842 | 1 | 0.0% | |
| -0.40532096 | 1 | 0.0% | |
| -0.20989122 | 1 | 0.0% | |
| 0.40650353 | 1 | 0.0% | |
| -0.28206203 | 1 | 0.0% | |
| -0.5404139 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.99992173 | 1 | 0.0% | |
| -0.99900527 | 1 | 0.0% | |
| -0.9976812 | 1 | 0.0% | |
| -0.99457688 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.98655265 | 1 | 0.0% | |
| 0.98927619 | 1 | 0.0% | |
| 0.99670586 | 1 | 0.0% | |
| 0.99902752 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyAcc-correlation()-X,Z
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.1938 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.75284 |
| Q1 | -0.40351 |
| Median | -0.18967 |
| Q3 | 0.0051695 |
| 95-th percentile | 0.36623 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.40868 |
Descriptive statistics
| Standard deviation | 0.33112 |
|---|---|
| Coef of variation | -1.7086 |
| Kurtosis | 0.3684 |
| Mean | -0.1938 |
| MAD | 0.25725 |
| Skewness | 0.23705 |
| Sum | -1424.8 |
| Variance | 0.10964 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.13572875 | 1 | 0.0% | |
| -0.64497537 | 1 | 0.0% | |
| 0.5532865 | 1 | 0.0% | |
| -0.46063353 | 1 | 0.0% | |
| -0.26431297 | 1 | 0.0% | |
| -0.30291078 | 1 | 0.0% | |
| -0.72598033 | 1 | 0.0% | |
| -0.26160749 | 1 | 0.0% | |
| -0.97747624 | 1 | 0.0% | |
| -0.17036447 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.99891689 | 1 | 0.0% | |
| -0.99789968 | 1 | 0.0% | |
| -0.99146642 | 1 | 0.0% | |
| -0.98865634 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.97682927 | 1 | 0.0% | |
| 0.98123374 | 1 | 0.0% | |
| 0.99314944 | 1 | 0.0% | |
| 0.99483957 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyAcc-correlation()-Y,Z
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.10501 |
|---|---|
| Minimum | -0.97222 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -0.97222 |
|---|---|
| 5-th percentile | -0.62282 |
| Q1 | -0.14797 |
| Median | 0.14748 |
| Q3 | 0.38223 |
| 95-th percentile | 0.68143 |
| Maximum | 1 |
| Range | 1.9722 |
| Interquartile range | 0.5302 |
Descriptive statistics
| Standard deviation | 0.38538 |
|---|---|
| Coef of variation | 3.6701 |
| Kurtosis | -0.21227 |
| Mean | 0.10501 |
| MAD | 0.31127 |
| Skewness | -0.35984 |
| Sum | 772 |
| Variance | 0.14852 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.30840947 | 1 | 0.0% | |
| 0.61253554 | 1 | 0.0% | |
| -0.25096272 | 1 | 0.0% | |
| 0.42060037 | 1 | 0.0% | |
| -0.13171186 | 1 | 0.0% | |
| 0.46551605 | 1 | 0.0% | |
| 0.15429198 | 1 | 0.0% | |
| 0.2680318 | 1 | 0.0% | |
| 0.21918853 | 1 | 0.0% | |
| 0.28526908 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.97221933 | 1 | 0.0% | |
| -0.96963799 | 1 | 0.0% | |
| -0.96410417 | 1 | 0.0% | |
| -0.96046873 | 1 | 0.0% | |
| -0.95555199 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.99697665 | 1 | 0.0% | |
| 0.99738005 | 1 | 0.0% | |
| 0.99838743 | 1 | 0.0% | |
| 0.99951266 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyAcc-energy()-X
Highly correlated
This variable is highly correlated with tBodyAcc-max()-X and should be ignored for analysis
| Correlation | 0.91134 |
|---|
tBodyAcc-energy()-Y
Highly correlated
This variable is highly correlated with tBodyAcc-mad()-Y and should be ignored for analysis
| Correlation | 0.92071 |
|---|
tBodyAcc-energy()-Z
Highly correlated
This variable is highly correlated with tBodyAcc-mad()-Z and should be ignored for analysis
| Correlation | 0.91967 |
|---|
tBodyAcc-entropy()-X
Numeric
| Distinct count | 3860 |
|---|---|
| Unique (%) | 52.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.10299 |
|---|---|
| Minimum | -1 |
| Maximum | 0.91966 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.75208 |
| Q1 | -0.57344 |
| Median | -0.073369 |
| Q3 | 0.3365 |
| 95-th percentile | 0.54364 |
| Maximum | 0.91966 |
| Range | 1.9197 |
| Interquartile range | 0.90994 |
Descriptive statistics
| Standard deviation | 0.46896 |
|---|---|
| Coef of variation | -4.5533 |
| Kurtosis | -1.5051 |
| Mean | -0.10299 |
| MAD | 0.43121 |
| Skewness | -0.040145 |
| Sum | -757.2 |
| Variance | 0.21992 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.76858336 | 31 | 0.4% | |
| -0.72891185 | 30 | 0.4% | |
| -0.77740301 | 28 | 0.4% | |
| -0.75186908 | 27 | 0.4% | |
| -0.71489166 | 26 | 0.4% | |
| -0.74394659 | 26 | 0.4% | |
| -0.73629771 | 26 | 0.4% | |
| -0.68386757 | 25 | 0.3% | |
| -0.70824068 | 23 | 0.3% | |
| -0.76007696 | 22 | 0.3% | |
| Other values (3850) | 7088 | 96.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 12 | 0.2% | |
| -0.97300716 | 4 | 0.1% | |
| -0.95244931 | 4 | 0.1% | |
| -0.94605066 | 2 | 0.0% | |
| -0.93434322 | 5 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.88964355 | 1 | 0.0% | |
| 0.89944283 | 1 | 0.0% | |
| 0.90111862 | 1 | 0.0% | |
| 0.91239703 | 1 | 0.0% | |
| 0.91966171 | 1 | 0.0% |
tBodyAcc-entropy()-Y
Numeric
| Distinct count | 5848 |
|---|---|
| Unique (%) | 79.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.13794 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.76254 |
| Q1 | -0.55958 |
| Median | -0.13679 |
| Q3 | 0.28017 |
| 95-th percentile | 0.43343 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.83975 |
Descriptive statistics
| Standard deviation | 0.43727 |
|---|---|
| Coef of variation | -3.1701 |
| Kurtosis | -1.5182 |
| Mean | -0.13794 |
| MAD | 0.4049 |
| Skewness | -0.084367 |
| Sum | -1014.1 |
| Variance | 0.1912 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -1.0 | 17 | 0.2% | |
| -0.74767485 | 13 | 0.2% | |
| -0.73179047 | 11 | 0.1% | |
| -0.75315631 | 10 | 0.1% | |
| -0.79234748 | 10 | 0.1% | |
| -0.71160738 | 10 | 0.1% | |
| -0.78410799 | 10 | 0.1% | |
| -0.77437048 | 10 | 0.1% | |
| -0.7026066 | 9 | 0.1% | |
| -0.72905438 | 9 | 0.1% | |
| Other values (5838) | 7243 | 98.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 17 | 0.2% | |
| -0.97810952 | 3 | 0.0% | |
| -0.96143765 | 4 | 0.1% | |
| -0.95624852 | 2 | 0.0% | |
| -0.94675409 | 3 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.85351043 | 1 | 0.0% | |
| 0.87180267 | 1 | 0.0% | |
| 0.93830851 | 1 | 0.0% | |
| 0.98729545 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyAcc-entropy()-Z
Numeric
| Distinct count | 6462 |
|---|---|
| Unique (%) | 87.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.16395 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.69644 |
| Q1 | -0.50551 |
| Median | -0.14889 |
| Q3 | 0.16412 |
| 95-th percentile | 0.38078 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.66963 |
Descriptive statistics
| Standard deviation | 0.37136 |
|---|---|
| Coef of variation | -2.2652 |
| Kurtosis | -1.2043 |
| Mean | -0.16395 |
| MAD | 0.33198 |
| Skewness | -0.0024051 |
| Sum | -1205.3 |
| Variance | 0.13791 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -1.0 | 23 | 0.3% | |
| -0.69031738 | 6 | 0.1% | |
| -0.036501166 | 6 | 0.1% | |
| -0.93357616 | 5 | 0.1% | |
| 0.067330118 | 5 | 0.1% | |
| -0.7172678 | 4 | 0.1% | |
| -0.72730622 | 4 | 0.1% | |
| -0.76846269 | 4 | 0.1% | |
| 0.050782798 | 4 | 0.1% | |
| 0.11402529 | 4 | 0.1% | |
| Other values (6452) | 7287 | 99.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 23 | 0.3% | |
| -0.97817646 | 4 | 0.1% | |
| -0.96155558 | 2 | 0.0% | |
| -0.94691692 | 2 | 0.0% | |
| -0.93979104 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.80022066 | 1 | 0.0% | |
| 0.91338934 | 1 | 0.0% | |
| 0.95054509 | 1 | 0.0% | |
| 0.95365751 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyAcc-iqr()-X
Highly correlated
This variable is highly correlated with tBodyAcc-energy()-X and should be ignored for analysis
| Correlation | 0.94626 |
|---|
tBodyAcc-iqr()-Y
Highly correlated
This variable is highly correlated with tBodyAcc-energy()-Y and should be ignored for analysis
| Correlation | 0.90133 |
|---|
tBodyAcc-iqr()-Z
Highly correlated
This variable is highly correlated with tBodyAcc-sma() and should be ignored for analysis
| Correlation | 0.90899 |
|---|
tBodyAcc-mad()-X
Highly correlated
This variable is highly correlated with tBodyAcc-std()-Y and should be ignored for analysis
| Correlation | 0.9228 |
|---|
tBodyAcc-mad()-Y
Highly correlated
This variable is highly correlated with tBodyAcc-mad()-X and should be ignored for analysis
| Correlation | 0.91611 |
|---|
tBodyAcc-mad()-Z
Highly correlated
This variable is highly correlated with tBodyAcc-std()-Z and should be ignored for analysis
| Correlation | 0.99742 |
|---|
tBodyAcc-max()-X
Highly correlated
This variable is highly correlated with tBodyAcc-mad()-Y and should be ignored for analysis
| Correlation | 0.91041 |
|---|
tBodyAcc-max()-Y
Highly correlated
This variable is highly correlated with tBodyAcc-mad()-Y and should be ignored for analysis
| Correlation | 0.94955 |
|---|
tBodyAcc-max()-Z
Highly correlated
This variable is highly correlated with tBodyAcc-mad()-Z and should be ignored for analysis
| Correlation | 0.93194 |
|---|
tBodyAcc-mean()-X
Numeric
| Distinct count | 7347 |
|---|---|
| Unique (%) | 99.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.27449 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0.17815 |
| Q1 | 0.26298 |
| Median | 0.27719 |
| Q3 | 0.28846 |
| 95-th percentile | 0.37471 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.025486 |
Descriptive statistics
| Standard deviation | 0.070261 |
|---|---|
| Coef of variation | 0.25597 |
| Kurtosis | 50.911 |
| Mean | 0.27449 |
| MAD | 0.036327 |
| Skewness | -3.4483 |
| Sum | 2018 |
| Variance | 0.0049367 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.27743154 | 2 | 0.0% | |
| 0.28001367 | 2 | 0.0% | |
| 0.26963511 | 2 | 0.0% | |
| 0.27770711 | 2 | 0.0% | |
| 0.27908612 | 2 | 0.0% | |
| 0.46750005 | 1 | 0.0% | |
| 0.27141976 | 1 | 0.0% | |
| 0.29262666 | 1 | 0.0% | |
| 0.22972741 | 1 | 0.0% | |
| 0.40231295 | 1 | 0.0% | |
| Other values (7337) | 7337 | 99.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.87239538 | 1 | 0.0% | |
| -0.85384825 | 1 | 0.0% | |
| -0.50382267 | 1 | 0.0% | |
| -0.46644048 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.6315101 | 1 | 0.0% | |
| 0.63262707 | 1 | 0.0% | |
| 0.6802662 | 1 | 0.0% | |
| 0.69276103 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyAcc-mean()-Y
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.017695 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.055281 |
| Q1 | -0.024863 |
| Median | -0.017219 |
| Q3 | -0.010783 |
| 95-th percentile | 0.017749 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.01408 |
Descriptive statistics
| Standard deviation | 0.040811 |
|---|---|
| Coef of variation | -2.3063 |
| Kurtosis | 172.49 |
| Mean | -0.017695 |
| MAD | 0.016277 |
| Skewness | -0.40299 |
| Sum | -130.1 |
| Variance | 0.0016655 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.032823017 | 1 | 0.0% | |
| -0.020404749 | 1 | 0.0% | |
| -0.0086091856 | 1 | 0.0% | |
| 0.00040772839 | 1 | 0.0% | |
| -0.015648718 | 1 | 0.0% | |
| -0.016859506 | 1 | 0.0% | |
| -0.017184883 | 1 | 0.0% | |
| -0.063723457 | 1 | 0.0% | |
| -0.046974446 | 1 | 0.0% | |
| 0.00078622212 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.68489328 | 1 | 0.0% | |
| -0.68409659 | 1 | 0.0% | |
| -0.61809842 | 1 | 0.0% | |
| -0.59420738 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.44923424 | 1 | 0.0% | |
| 0.53581987 | 1 | 0.0% | |
| 0.59451302 | 1 | 0.0% | |
| 0.64674689 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyAcc-mean()-Z
Numeric
| Distinct count | 7349 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.10914 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.17328 |
| Q1 | -0.12099 |
| Median | -0.10868 |
| Q3 | -0.097794 |
| 95-th percentile | -0.047516 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.023199 |
Descriptive statistics
| Standard deviation | 0.056635 |
|---|---|
| Coef of variation | -0.51892 |
| Kurtosis | 85.975 |
| Mean | -0.10914 |
| MAD | 0.02664 |
| Skewness | 1.7845 |
| Sum | -802.4 |
| Variance | 0.0032075 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.10631484 | 2 | 0.0% | |
| -0.10566194 | 2 | 0.0% | |
| -0.10805992 | 2 | 0.0% | |
| -0.13792165 | 1 | 0.0% | |
| -0.094658425 | 1 | 0.0% | |
| -0.10009175 | 1 | 0.0% | |
| -0.10463019 | 1 | 0.0% | |
| -0.12804218 | 1 | 0.0% | |
| -0.18574158 | 1 | 0.0% | |
| -0.12031745 | 1 | 0.0% | |
| Other values (7339) | 7339 | 99.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.92598834 | 1 | 0.0% | |
| -0.82550825 | 1 | 0.0% | |
| -0.75752588 | 1 | 0.0% | |
| -0.57475334 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.54393929 | 1 | 0.0% | |
| 0.71909398 | 1 | 0.0% | |
| 0.85071961 | 1 | 0.0% | |
| 0.94879499 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyAcc-min()-X
Numeric
| Distinct count | 5207 |
|---|---|
| Unique (%) | 70.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.52355 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.096943 |
| Q1 | 0.19705 |
| Median | 0.79206 |
| Q3 | 0.84442 |
| 95-th percentile | 0.85118 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.64737 |
Descriptive statistics
| Standard deviation | 0.36359 |
|---|---|
| Coef of variation | 0.69448 |
| Kurtosis | -0.98748 |
| Mean | 0.52355 |
| MAD | 0.3355 |
| Skewness | -0.60507 |
| Sum | 3849.1 |
| Variance | 0.1322 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.84666536 | 3 | 0.0% | |
| 0.8480357 | 2 | 0.0% | |
| 0.84482586 | 2 | 0.0% | |
| 0.1493567 | 2 | 0.0% | |
| 0.84736067 | 2 | 0.0% | |
| 0.82464944 | 2 | 0.0% | |
| 0.84579121 | 2 | 0.0% | |
| 0.84733059 | 2 | 0.0% | |
| 0.024495135 | 2 | 0.0% | |
| -0.090097673 | 2 | 0.0% | |
| Other values (5197) | 7331 | 99.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.9348269 | 1 | 0.0% | |
| -0.8744041 | 2 | 0.0% | |
| -0.70218484 | 1 | 0.0% | |
| -0.6795534 | 2 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.86628075 | 1 | 0.0% | |
| 0.88719695 | 1 | 0.0% | |
| 0.89211887 | 1 | 0.0% | |
| 0.90592519 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyAcc-min()-Y
Highly correlated
This variable is highly correlated with tBodyAcc-min()-X and should be ignored for analysis
| Correlation | 0.91073 |
|---|
tBodyAcc-min()-Z
Numeric
| Distinct count | 5160 |
|---|---|
| Unique (%) | 70.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.59437 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0.014104 |
| Q1 | 0.38979 |
| Median | 0.77806 |
| Q3 | 0.83732 |
| 95-th percentile | 0.84607 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.44754 |
Descriptive statistics
| Standard deviation | 0.29782 |
|---|---|
| Coef of variation | 0.50106 |
| Kurtosis | 0.98377 |
| Mean | 0.59437 |
| MAD | 0.25273 |
| Skewness | -1.158 |
| Sum | 4369.8 |
| Variance | 0.088695 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.84725217 | 2 | 0.0% | |
| 0.26225246 | 2 | 0.0% | |
| 0.84472743 | 2 | 0.0% | |
| 0.4921275 | 2 | 0.0% | |
| 0.84547659 | 2 | 0.0% | |
| 0.35873476 | 2 | 0.0% | |
| 0.43524215 | 2 | 0.0% | |
| 0.80898559 | 2 | 0.0% | |
| 0.83656251 | 2 | 0.0% | |
| 0.8023754 | 2 | 0.0% | |
| Other values (5150) | 7332 | 99.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 2 | 0.0% | |
| -0.77936183 | 2 | 0.0% | |
| -0.77716057 | 2 | 0.0% | |
| -0.76514066 | 2 | 0.0% | |
| -0.75032068 | 2 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.86812087 | 1 | 0.0% | |
| 0.92549697 | 1 | 0.0% | |
| 0.95404679 | 1 | 0.0% | |
| 0.97235932 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyAcc-sma()
Highly correlated
This variable is highly correlated with tBodyAcc-max()-Z and should be ignored for analysis
| Correlation | 0.90537 |
|---|
tBodyAcc-std()-X
Numeric
| Distinct count | 7349 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.60544 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.99752 |
| Q1 | -0.99275 |
| Median | -0.9462 |
| Q3 | -0.24281 |
| 95-th percentile | 0.20482 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.74994 |
Descriptive statistics
| Standard deviation | 0.44873 |
|---|---|
| Coef of variation | -0.74117 |
| Kurtosis | -0.86561 |
| Mean | -0.60544 |
| MAD | 0.41084 |
| Skewness | 0.67743 |
| Sum | -4451.2 |
| Variance | 0.20136 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.99892523 | 2 | 0.0% | |
| -0.99490022 | 2 | 0.0% | |
| -0.9906484 | 2 | 0.0% | |
| -0.99235361 | 1 | 0.0% | |
| -0.47569566 | 1 | 0.0% | |
| -0.019479285 | 1 | 0.0% | |
| 0.1738543 | 1 | 0.0% | |
| -0.99258135 | 1 | 0.0% | |
| -0.56053641 | 1 | 0.0% | |
| -0.99808744 | 1 | 0.0% | |
| Other values (7339) | 7339 | 99.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.9998972 | 1 | 0.0% | |
| -0.99985047 | 1 | 0.0% | |
| -0.99981319 | 1 | 0.0% | |
| -0.99971749 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.81710448 | 1 | 0.0% | |
| 0.85331715 | 1 | 0.0% | |
| 0.87694158 | 1 | 0.0% | |
| 0.89992208 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyAcc-std()-Y
Highly correlated
This variable is highly correlated with tBodyAcc-std()-X and should be ignored for analysis
| Correlation | 0.92746 |
|---|
tBodyAcc-std()-Z
Numeric
| Distinct count | 7350 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.60475 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.99311 |
| Q1 | -0.98023 |
| Median | -0.85936 |
| Q3 | -0.26241 |
| 95-th percentile | 0.12742 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.71782 |
Descriptive statistics
| Standard deviation | 0.41869 |
|---|---|
| Coef of variation | -0.69233 |
| Kurtosis | -0.61125 |
| Mean | -0.60475 |
| MAD | 0.3788 |
| Skewness | 0.69234 |
| Sum | -4446.1 |
| Variance | 0.1753 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.9879606 | 2 | 0.0% | |
| -0.97281397 | 2 | 0.0% | |
| -0.97994636 | 1 | 0.0% | |
| -0.99005812 | 1 | 0.0% | |
| -0.99600608 | 1 | 0.0% | |
| -0.99243943 | 1 | 0.0% | |
| -0.97081881 | 1 | 0.0% | |
| -0.3850817 | 1 | 0.0% | |
| -0.98563556 | 1 | 0.0% | |
| -0.99529214 | 1 | 0.0% | |
| Other values (7340) | 7340 | 99.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.99966678 | 1 | 0.0% | |
| -0.99945444 | 1 | 0.0% | |
| -0.99940654 | 1 | 0.0% | |
| -0.99924206 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.85950834 | 1 | 0.0% | |
| 0.88859925 | 1 | 0.0% | |
| 0.90253247 | 1 | 0.0% | |
| 0.9313081 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyAccJerk-arCoeff()-X,1
Highly correlated
This variable is highly correlated with tBodyAcc-arCoeff()-X,1 and should be ignored for analysis
| Correlation | 0.95971 |
|---|
tBodyAccJerk-arCoeff()-X,2
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.16204 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.15253 |
| Q1 | 0.040551 |
| Median | 0.165 |
| Q3 | 0.28437 |
| 95-th percentile | 0.46619 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.24382 |
Descriptive statistics
| Standard deviation | 0.1924 |
|---|---|
| Coef of variation | 1.1874 |
| Kurtosis | 1.0428 |
| Mean | 0.16204 |
| MAD | 0.14894 |
| Skewness | -0.085989 |
| Sum | 1191.3 |
| Variance | 0.03702 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.26268811 | 1 | 0.0% | |
| -0.095776684 | 1 | 0.0% | |
| -0.029215977 | 1 | 0.0% | |
| -0.036253647 | 1 | 0.0% | |
| 0.27164861 | 1 | 0.0% | |
| 0.25393989 | 1 | 0.0% | |
| 0.29364058 | 1 | 0.0% | |
| -0.22891457 | 1 | 0.0% | |
| 0.24131347 | 1 | 0.0% | |
| -0.0053969711 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.82440587 | 1 | 0.0% | |
| -0.80149137 | 1 | 0.0% | |
| -0.74138685 | 1 | 0.0% | |
| -0.68039651 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.91121377 | 1 | 0.0% | |
| 0.91403614 | 1 | 0.0% | |
| 0.92442065 | 1 | 0.0% | |
| 0.95026846 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyAccJerk-arCoeff()-X,3
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.063627 |
|---|---|
| Minimum | -1 |
| Maximum | 0.96458 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.35283 |
| Q1 | -0.089677 |
| Median | 0.073351 |
| Q3 | 0.22919 |
| 95-th percentile | 0.43919 |
| Maximum | 0.96458 |
| Range | 1.9646 |
| Interquartile range | 0.31887 |
Descriptive statistics
| Standard deviation | 0.2408 |
|---|---|
| Coef of variation | 3.7845 |
| Kurtosis | 0.13177 |
| Mean | 0.063627 |
| MAD | 0.19126 |
| Skewness | -0.2253 |
| Sum | 467.79 |
| Variance | 0.057984 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.30198196 | 1 | 0.0% | |
| 0.32243157 | 1 | 0.0% | |
| 0.16408278 | 1 | 0.0% | |
| 0.064990969 | 1 | 0.0% | |
| 0.31216593 | 1 | 0.0% | |
| 0.5484513 | 1 | 0.0% | |
| -0.10111746 | 1 | 0.0% | |
| -0.18267572 | 1 | 0.0% | |
| 0.17329835 | 1 | 0.0% | |
| -0.11562966 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.86799674 | 1 | 0.0% | |
| -0.83629054 | 1 | 0.0% | |
| -0.81780984 | 1 | 0.0% | |
| -0.79350389 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.77784702 | 1 | 0.0% | |
| 0.80821095 | 1 | 0.0% | |
| 0.82084973 | 1 | 0.0% | |
| 0.87702965 | 1 | 0.0% | |
| 0.96457587 | 1 | 0.0% |
tBodyAccJerk-arCoeff()-X,4
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.12072 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.20192 |
| Q1 | -0.0094058 |
| Median | 0.12813 |
| Q3 | 0.25727 |
| 95-th percentile | 0.42133 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.26667 |
Descriptive statistics
| Standard deviation | 0.19428 |
|---|---|
| Coef of variation | 1.6093 |
| Kurtosis | 0.23896 |
| Mean | 0.12072 |
| MAD | 0.1557 |
| Skewness | -0.20197 |
| Sum | 887.55 |
| Variance | 0.037745 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.42573825 | 1 | 0.0% | |
| 0.20375988 | 1 | 0.0% | |
| -0.22598714 | 1 | 0.0% | |
| 0.19759474 | 1 | 0.0% | |
| 0.24641835 | 1 | 0.0% | |
| 0.22198612 | 1 | 0.0% | |
| 0.29699342 | 1 | 0.0% | |
| -0.060190836 | 1 | 0.0% | |
| -0.039692771 | 1 | 0.0% | |
| 0.2087982 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.72146136 | 1 | 0.0% | |
| -0.71156578 | 1 | 0.0% | |
| -0.64613467 | 1 | 0.0% | |
| -0.64378928 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.71212675 | 1 | 0.0% | |
| 0.73582633 | 1 | 0.0% | |
| 0.86421019 | 1 | 0.0% | |
| 0.9069035 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyAccJerk-arCoeff()-Y,1
Highly correlated
This variable is highly correlated with tBodyAcc-arCoeff()-Y,1 and should be ignored for analysis
| Correlation | 0.95275 |
|---|
tBodyAccJerk-arCoeff()-Y,2
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.064392 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.29216 |
| Q1 | -0.068691 |
| Median | 0.06099 |
| Q3 | 0.2039 |
| 95-th percentile | 0.41859 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.27259 |
Descriptive statistics
| Standard deviation | 0.21841 |
|---|---|
| Coef of variation | 3.3919 |
| Kurtosis | 0.86575 |
| Mean | 0.064392 |
| MAD | 0.16879 |
| Skewness | -0.023146 |
| Sum | 473.41 |
| Variance | 0.047705 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.11816546 | 1 | 0.0% | |
| 0.0244329 | 1 | 0.0% | |
| 0.14802329 | 1 | 0.0% | |
| 0.060466198 | 1 | 0.0% | |
| -0.061694946 | 1 | 0.0% | |
| -0.20107031 | 1 | 0.0% | |
| 0.31514939 | 1 | 0.0% | |
| 0.28453887 | 1 | 0.0% | |
| -0.082368212 | 1 | 0.0% | |
| -0.1422546 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.96002442 | 1 | 0.0% | |
| -0.94846755 | 1 | 0.0% | |
| -0.83129506 | 1 | 0.0% | |
| -0.8116415 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.95010746 | 1 | 0.0% | |
| 0.95042646 | 1 | 0.0% | |
| 0.95401345 | 1 | 0.0% | |
| 0.98033511 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyAccJerk-arCoeff()-Y,3
Numeric
| Distinct count | 7351 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.17301 |
|---|---|
| Minimum | -1 |
| Maximum | 0.99159 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.24371 |
| Q1 | 0.017466 |
| Median | 0.18487 |
| Q3 | 0.34137 |
| 95-th percentile | 0.54399 |
| Maximum | 0.99159 |
| Range | 1.9916 |
| Interquartile range | 0.32391 |
Descriptive statistics
| Standard deviation | 0.24128 |
|---|---|
| Coef of variation | 1.3946 |
| Kurtosis | 0.28202 |
| Mean | 0.17301 |
| MAD | 0.19109 |
| Skewness | -0.30657 |
| Sum | 1272 |
| Variance | 0.058215 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.12284005 | 2 | 0.0% | |
| 0.04443723 | 1 | 0.0% | |
| 0.32535184 | 1 | 0.0% | |
| 0.18333214 | 1 | 0.0% | |
| -0.06331237 | 1 | 0.0% | |
| 0.057515839 | 1 | 0.0% | |
| 0.0084190437 | 1 | 0.0% | |
| 0.094725768 | 1 | 0.0% | |
| 0.08554368 | 1 | 0.0% | |
| -0.13874421 | 1 | 0.0% | |
| Other values (7341) | 7341 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.91817563 | 1 | 0.0% | |
| -0.82877851 | 1 | 0.0% | |
| -0.82279662 | 1 | 0.0% | |
| -0.78616359 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.86296322 | 1 | 0.0% | |
| 0.87749224 | 1 | 0.0% | |
| 0.9126348 | 1 | 0.0% | |
| 0.95776758 | 1 | 0.0% | |
| 0.99159215 | 1 | 0.0% |
tBodyAccJerk-arCoeff()-Y,4
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.32202 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.019513 |
| Q1 | 0.1918 |
| Median | 0.32744 |
| Q3 | 0.46115 |
| 95-th percentile | 0.64641 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.26935 |
Descriptive statistics
| Standard deviation | 0.20291 |
|---|---|
| Coef of variation | 0.63012 |
| Kurtosis | 0.45978 |
| Mean | 0.32202 |
| MAD | 0.16064 |
| Skewness | -0.24097 |
| Sum | 2367.5 |
| Variance | 0.041172 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.1601842 | 1 | 0.0% | |
| 0.38148685 | 1 | 0.0% | |
| 0.0082820985 | 1 | 0.0% | |
| 0.49507764 | 1 | 0.0% | |
| 0.52249401 | 1 | 0.0% | |
| 0.36166514 | 1 | 0.0% | |
| 0.27414675 | 1 | 0.0% | |
| 0.6723681 | 1 | 0.0% | |
| 0.27073449 | 1 | 0.0% | |
| 0.61942184 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.61969416 | 1 | 0.0% | |
| -0.60333306 | 1 | 0.0% | |
| -0.58469868 | 1 | 0.0% | |
| -0.55751572 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.90232006 | 1 | 0.0% | |
| 0.9193587 | 1 | 0.0% | |
| 0.92820933 | 1 | 0.0% | |
| 0.97157186 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyAccJerk-arCoeff()-Z,1
Highly correlated
This variable is highly correlated with tBodyAcc-arCoeff()-Z,1 and should be ignored for analysis
| Correlation | 0.95474 |
|---|
tBodyAccJerk-arCoeff()-Z,2
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.083587 |
|---|---|
| Minimum | -0.79907 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -0.79907 |
|---|---|
| 5-th percentile | -0.23931 |
| Q1 | -0.042635 |
| Median | 0.083258 |
| Q3 | 0.20818 |
| 95-th percentile | 0.406 |
| Maximum | 1 |
| Range | 1.7991 |
| Interquartile range | 0.25081 |
Descriptive statistics
| Standard deviation | 0.19675 |
|---|---|
| Coef of variation | 2.3539 |
| Kurtosis | 0.53624 |
| Mean | 0.083587 |
| MAD | 0.15389 |
| Skewness | 0.028097 |
| Sum | 614.53 |
| Variance | 0.038712 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.092037968 | 1 | 0.0% | |
| -0.099532337 | 1 | 0.0% | |
| -0.12442795 | 1 | 0.0% | |
| 0.13017648 | 1 | 0.0% | |
| 0.018984856 | 1 | 0.0% | |
| 0.14029536 | 1 | 0.0% | |
| 0.27933813 | 1 | 0.0% | |
| 0.33176339 | 1 | 0.0% | |
| 0.19410308 | 1 | 0.0% | |
| 0.037430371 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.79906863 | 1 | 0.0% | |
| -0.78278229 | 1 | 0.0% | |
| -0.77405584 | 1 | 0.0% | |
| -0.67020092 | 1 | 0.0% | |
| -0.65985886 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.78913127 | 1 | 0.0% | |
| 0.81930466 | 1 | 0.0% | |
| 0.85391821 | 1 | 0.0% | |
| 0.88506613 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyAccJerk-arCoeff()-Z,3
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.0036136 |
|---|---|
| Minimum | -1 |
| Maximum | 0.93355 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.39888 |
| Q1 | -0.14532 |
| Median | 0.011784 |
| Q3 | 0.15966 |
| 95-th percentile | 0.33632 |
| Maximum | 0.93355 |
| Range | 1.9335 |
| Interquartile range | 0.30497 |
Descriptive statistics
| Standard deviation | 0.22534 |
|---|---|
| Coef of variation | -62.358 |
| Kurtosis | 0.16977 |
| Mean | -0.0036136 |
| MAD | 0.17984 |
| Skewness | -0.35013 |
| Sum | -26.568 |
| Variance | 0.050779 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.3923844 | 1 | 0.0% | |
| 0.070951563 | 1 | 0.0% | |
| 0.17179749 | 1 | 0.0% | |
| 0.10424722 | 1 | 0.0% | |
| -0.24460446 | 1 | 0.0% | |
| 0.056673613 | 1 | 0.0% | |
| -0.032822641 | 1 | 0.0% | |
| -0.247433 | 1 | 0.0% | |
| -0.17470279 | 1 | 0.0% | |
| 0.0032740989 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.95549446 | 1 | 0.0% | |
| -0.935246 | 1 | 0.0% | |
| -0.9169945 | 1 | 0.0% | |
| -0.87460389 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.66159927 | 1 | 0.0% | |
| 0.66172146 | 1 | 0.0% | |
| 0.67929476 | 1 | 0.0% | |
| 0.77432692 | 1 | 0.0% | |
| 0.93354746 | 1 | 0.0% |
tBodyAccJerk-arCoeff()-Z,4
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.13946 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.27596 |
| Q1 | -0.015078 |
| Median | 0.15394 |
| Q3 | 0.3017 |
| 95-th percentile | 0.50548 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.31678 |
Descriptive statistics
| Standard deviation | 0.2382 |
|---|---|
| Coef of variation | 1.708 |
| Kurtosis | 0.30708 |
| Mean | 0.13946 |
| MAD | 0.1883 |
| Skewness | -0.28179 |
| Sum | 1025.3 |
| Variance | 0.056738 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.25313433 | 1 | 0.0% | |
| 0.18978295 | 1 | 0.0% | |
| 0.091488997 | 1 | 0.0% | |
| 0.12416573 | 1 | 0.0% | |
| 0.19091596 | 1 | 0.0% | |
| 0.13859188 | 1 | 0.0% | |
| -0.3008445 | 1 | 0.0% | |
| 0.28122502 | 1 | 0.0% | |
| 0.17918603 | 1 | 0.0% | |
| 0.49031504 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.84292689 | 1 | 0.0% | |
| -0.76507069 | 1 | 0.0% | |
| -0.75658748 | 1 | 0.0% | |
| -0.74024474 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.85633131 | 1 | 0.0% | |
| 0.85975336 | 1 | 0.0% | |
| 0.86019917 | 1 | 0.0% | |
| 0.90556787 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyAccJerk-correlation()-X,Y
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.1448 |
|---|---|
| Minimum | -1 |
| Maximum | 0.90448 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.56949 |
| Q1 | -0.31049 |
| Median | -0.14473 |
| Q3 | 0.020057 |
| 95-th percentile | 0.27543 |
| Maximum | 0.90448 |
| Range | 1.9045 |
| Interquartile range | 0.33055 |
Descriptive statistics
| Standard deviation | 0.25589 |
|---|---|
| Coef of variation | -1.7673 |
| Kurtosis | 0.23389 |
| Mean | -0.1448 |
| MAD | 0.20142 |
| Skewness | 0.04194 |
| Sum | -1064.5 |
| Variance | 0.065481 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.06201661 | 1 | 0.0% | |
| -0.097363547 | 1 | 0.0% | |
| 0.22001758 | 1 | 0.0% | |
| -0.58395828 | 1 | 0.0% | |
| 0.077126863 | 1 | 0.0% | |
| -0.19234291 | 1 | 0.0% | |
| 0.19756399 | 1 | 0.0% | |
| -0.0041116366 | 1 | 0.0% | |
| -0.69213029 | 1 | 0.0% | |
| 0.24636137 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.98645695 | 1 | 0.0% | |
| -0.97905525 | 1 | 0.0% | |
| -0.93398555 | 1 | 0.0% | |
| -0.92423639 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.85105765 | 1 | 0.0% | |
| 0.86753446 | 1 | 0.0% | |
| 0.86972621 | 1 | 0.0% | |
| 0.89924678 | 1 | 0.0% | |
| 0.90448 | 1 | 0.0% |
tBodyAccJerk-correlation()-X,Z
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.0086028 |
|---|---|
| Minimum | -1 |
| Maximum | 0.99326 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.46839 |
| Q1 | -0.19337 |
| Median | 0.017324 |
| Q3 | 0.21315 |
| 95-th percentile | 0.47233 |
| Maximum | 0.99326 |
| Range | 1.9933 |
| Interquartile range | 0.40652 |
Descriptive statistics
| Standard deviation | 0.28782 |
|---|---|
| Coef of variation | 33.456 |
| Kurtosis | -0.27005 |
| Mean | 0.0086028 |
| MAD | 0.23416 |
| Skewness | -0.06466 |
| Sum | 63.248 |
| Variance | 0.08284 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.52738288 | 1 | 0.0% | |
| 0.56045228 | 1 | 0.0% | |
| 0.27325199 | 1 | 0.0% | |
| 0.16372264 | 1 | 0.0% | |
| 0.27719164 | 1 | 0.0% | |
| 0.51217957 | 1 | 0.0% | |
| 0.41915687 | 1 | 0.0% | |
| -0.20812239 | 1 | 0.0% | |
| 0.017794429 | 1 | 0.0% | |
| 0.32717216 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.97315833 | 1 | 0.0% | |
| -0.96543146 | 1 | 0.0% | |
| -0.95302142 | 1 | 0.0% | |
| -0.95199503 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.85833202 | 1 | 0.0% | |
| 0.86757962 | 1 | 0.0% | |
| 0.9193124 | 1 | 0.0% | |
| 0.96156469 | 1 | 0.0% | |
| 0.99325846 | 1 | 0.0% |
tBodyAccJerk-correlation()-Y,Z
Numeric
| Distinct count | 7350 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.0883 |
|---|---|
| Minimum | -0.95951 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -0.95951 |
|---|---|
| 5-th percentile | -0.3387 |
| Q1 | -0.09791 |
| Median | 0.079879 |
| Q3 | 0.26864 |
| 95-th percentile | 0.54935 |
| Maximum | 1 |
| Range | 1.9595 |
| Interquartile range | 0.36655 |
Descriptive statistics
| Standard deviation | 0.27225 |
|---|---|
| Coef of variation | 3.0832 |
| Kurtosis | -0.0616 |
| Mean | 0.0883 |
| MAD | 0.21769 |
| Skewness | 0.066792 |
| Sum | 649.18 |
| Variance | 0.074119 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.32707377 | 2 | 0.0% | |
| 0.26026731 | 2 | 0.0% | |
| 0.25102999 | 1 | 0.0% | |
| -0.16350585 | 1 | 0.0% | |
| 0.63657305 | 1 | 0.0% | |
| -0.14877342 | 1 | 0.0% | |
| -0.0088575358 | 1 | 0.0% | |
| -0.01295254 | 1 | 0.0% | |
| -0.058336062 | 1 | 0.0% | |
| -0.27133506 | 1 | 0.0% | |
| Other values (7340) | 7340 | 99.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.95950504 | 1 | 0.0% | |
| -0.89566069 | 1 | 0.0% | |
| -0.81696233 | 1 | 0.0% | |
| -0.79346454 | 1 | 0.0% | |
| -0.77309222 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.92011097 | 1 | 0.0% | |
| 0.93998922 | 1 | 0.0% | |
| 0.95759293 | 1 | 0.0% | |
| 0.99036365 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyAccJerk-energy()-X
Highly correlated
This variable is highly correlated with tBodyAccJerk-sma() and should be ignored for analysis
| Correlation | 0.91828 |
|---|
tBodyAccJerk-energy()-Y
Highly correlated
This variable is highly correlated with tBodyAccJerk-sma() and should be ignored for analysis
| Correlation | 0.92323 |
|---|
tBodyAccJerk-energy()-Z
Highly correlated
This variable is highly correlated with tBodyAccJerk-max()-Z and should be ignored for analysis
| Correlation | 0.90121 |
|---|
tBodyAccJerk-entropy()-X
Highly correlated
This variable is highly correlated with tBodyAccJerk-iqr()-Y and should be ignored for analysis
| Correlation | 0.91558 |
|---|
tBodyAccJerk-entropy()-Y
Highly correlated
This variable is highly correlated with tBodyAccJerk-entropy()-X and should be ignored for analysis
| Correlation | 0.98096 |
|---|
tBodyAccJerk-entropy()-Z
Highly correlated
This variable is highly correlated with tBodyAccJerk-entropy()-Y and should be ignored for analysis
| Correlation | 0.97157 |
|---|
tBodyAccJerk-iqr()-X
Highly correlated
This variable is highly correlated with tBodyAccJerk-energy()-X and should be ignored for analysis
| Correlation | 0.92329 |
|---|
tBodyAccJerk-iqr()-Y
Highly correlated
This variable is highly correlated with tBodyAccJerk-iqr()-X and should be ignored for analysis
| Correlation | 0.93649 |
|---|
tBodyAccJerk-iqr()-Z
Highly correlated
This variable is highly correlated with tBodyAccJerk-iqr()-X and should be ignored for analysis
| Correlation | 0.90161 |
|---|
tBodyAccJerk-mad()-X
Highly correlated
This variable is highly correlated with tBodyAccJerk-std()-Z and should be ignored for analysis
| Correlation | 0.91232 |
|---|
tBodyAccJerk-mad()-Y
Highly correlated
This variable is highly correlated with tBodyAccJerk-mad()-X and should be ignored for analysis
| Correlation | 0.95687 |
|---|
tBodyAccJerk-mad()-Z
Highly correlated
This variable is highly correlated with tBodyAccJerk-mad()-Y and should be ignored for analysis
| Correlation | 0.90415 |
|---|
tBodyAccJerk-max()-X
Highly correlated
This variable is highly correlated with tBodyAccJerk-mad()-X and should be ignored for analysis
| Correlation | 0.95443 |
|---|
tBodyAccJerk-max()-Y
Highly correlated
This variable is highly correlated with tBodyAccJerk-mad()-Y and should be ignored for analysis
| Correlation | 0.95 |
|---|
tBodyAccJerk-max()-Z
Highly correlated
This variable is highly correlated with tBodyAccJerk-mad()-Z and should be ignored for analysis
| Correlation | 0.94341 |
|---|
tBodyAccJerk-mean()-X
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.079126 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.23511 |
| Q1 | 0.063584 |
| Median | 0.075987 |
| Q3 | 0.091025 |
| 95-th percentile | 0.40769 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.027441 |
Descriptive statistics
| Standard deviation | 0.18092 |
|---|---|
| Coef of variation | 2.2865 |
| Kurtosis | 4.6433 |
| Mean | 0.079126 |
| MAD | 0.097923 |
| Skewness | 0.10935 |
| Sum | 581.73 |
| Variance | 0.032732 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.05346247 | 1 | 0.0% | |
| -0.038715714 | 1 | 0.0% | |
| -0.21680283 | 1 | 0.0% | |
| 0.073377507 | 1 | 0.0% | |
| 0.07185522 | 1 | 0.0% | |
| -0.03369038 | 1 | 0.0% | |
| 0.78920198 | 1 | 0.0% | |
| 0.39977844 | 1 | 0.0% | |
| 0.076226261 | 1 | 0.0% | |
| 0.25302851 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.79923655 | 1 | 0.0% | |
| -0.77679071 | 1 | 0.0% | |
| -0.74726611 | 1 | 0.0% | |
| -0.7439812 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.94027888 | 1 | 0.0% | |
| 0.96508845 | 1 | 0.0% | |
| 0.98074487 | 1 | 0.0% | |
| 0.98120238 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyAccJerk-mean()-Y
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.0085555 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.27264 |
| Q1 | -0.016735 |
| Median | 0.010749 |
| Q3 | 0.032517 |
| 95-th percentile | 0.28838 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.049252 |
Descriptive statistics
| Standard deviation | 0.16371 |
|---|---|
| Coef of variation | 19.135 |
| Kurtosis | 4.7741 |
| Mean | 0.0085555 |
| MAD | 0.092836 |
| Skewness | 0.0027493 |
| Sum | 62.9 |
| Variance | 0.0268 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.0079361425 | 1 | 0.0% | |
| 0.02171363 | 1 | 0.0% | |
| 0.011966738 | 1 | 0.0% | |
| 0.064748298 | 1 | 0.0% | |
| 0.013958067 | 1 | 0.0% | |
| -0.0037781166 | 1 | 0.0% | |
| 0.032765017 | 1 | 0.0% | |
| 0.0021734031 | 1 | 0.0% | |
| 0.0053617861 | 1 | 0.0% | |
| 0.0096645876 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.94741188 | 1 | 0.0% | |
| -0.93249205 | 1 | 0.0% | |
| -0.82715822 | 1 | 0.0% | |
| -0.8184245 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.82356306 | 1 | 0.0% | |
| 0.83517154 | 1 | 0.0% | |
| 0.85416813 | 1 | 0.0% | |
| 0.86385241 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyAccJerk-mean()-Z
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.0046931 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.27817 |
| Q1 | -0.03084 |
| Median | -0.0011386 |
| Q3 | 0.024794 |
| 95-th percentile | 0.25678 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.055634 |
Descriptive statistics
| Standard deviation | 0.15991 |
|---|---|
| Coef of variation | -34.073 |
| Kurtosis | 5.4586 |
| Mean | -0.0046931 |
| MAD | 0.091231 |
| Skewness | -0.084932 |
| Sum | -34.504 |
| Variance | 0.025571 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.029176522 | 1 | 0.0% | |
| 0.00032370247 | 1 | 0.0% | |
| -0.008059581 | 1 | 0.0% | |
| -0.017986117 | 1 | 0.0% | |
| 0.050216538 | 1 | 0.0% | |
| 0.0055925248 | 1 | 0.0% | |
| 0.03255032 | 1 | 0.0% | |
| -0.022386254 | 1 | 0.0% | |
| 0.0074662915 | 1 | 0.0% | |
| 0.017107785 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.94305695 | 1 | 0.0% | |
| -0.90116699 | 1 | 0.0% | |
| -0.89868801 | 1 | 0.0% | |
| -0.872717 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.80595569 | 1 | 0.0% | |
| 0.81830732 | 1 | 0.0% | |
| 0.82036748 | 1 | 0.0% | |
| 0.8349103 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyAccJerk-min()-X
Highly correlated
This variable is highly correlated with tBodyAcc-min()-X and should be ignored for analysis
| Correlation | 0.92231 |
|---|
tBodyAccJerk-min()-Y
Highly correlated
This variable is highly correlated with tBodyAcc-min()-Y and should be ignored for analysis
| Correlation | 0.94357 |
|---|
tBodyAccJerk-min()-Z
Highly correlated
This variable is highly correlated with tBodyAcc-min()-Z and should be ignored for analysis
| Correlation | 0.91259 |
|---|
tBodyAccJerk-sma()
Highly correlated
This variable is highly correlated with tBodyAccJerk-max()-Z and should be ignored for analysis
| Correlation | 0.9032 |
|---|
tBodyAccJerk-std()-X
Highly correlated
This variable is highly correlated with tBodyAcc-iqr()-X and should be ignored for analysis
| Correlation | 0.95011 |
|---|
tBodyAccJerk-std()-Y
Highly correlated
This variable is highly correlated with tBodyAccJerk-std()-X and should be ignored for analysis
| Correlation | 0.95359 |
|---|
tBodyAccJerk-std()-Z
Highly correlated
This variable is highly correlated with tBodyAccJerk-std()-Y and should be ignored for analysis
| Correlation | 0.90082 |
|---|
tBodyAccJerkMag-arCoeff()1
Numeric
| Distinct count | 7350 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.079382 |
|---|---|
| Minimum | -1 |
| Maximum | 0.86283 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.33526 |
| Q1 | -0.089238 |
| Median | 0.091773 |
| Q3 | 0.26125 |
| 95-th percentile | 0.44731 |
| Maximum | 0.86283 |
| Range | 1.8628 |
| Interquartile range | 0.35049 |
Descriptive statistics
| Standard deviation | 0.2437 |
|---|---|
| Coef of variation | 3.07 |
| Kurtosis | -0.21589 |
| Mean | 0.079382 |
| MAD | 0.19876 |
| Skewness | -0.25693 |
| Sum | 583.62 |
| Variance | 0.059391 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.17930988 | 2 | 0.0% | |
| 0.29374448 | 2 | 0.0% | |
| 0.22314448 | 1 | 0.0% | |
| 0.076903693 | 1 | 0.0% | |
| 0.059350691 | 1 | 0.0% | |
| 0.6497038 | 1 | 0.0% | |
| 0.092029057 | 1 | 0.0% | |
| 0.24339801 | 1 | 0.0% | |
| -0.05649709 | 1 | 0.0% | |
| 0.28901172 | 1 | 0.0% | |
| Other values (7340) | 7340 | 99.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.91169086 | 1 | 0.0% | |
| -0.91151439 | 1 | 0.0% | |
| -0.78549536 | 1 | 0.0% | |
| -0.72364662 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.73792847 | 1 | 0.0% | |
| 0.74515622 | 1 | 0.0% | |
| 0.76069832 | 1 | 0.0% | |
| 0.77264382 | 1 | 0.0% | |
| 0.86283136 | 1 | 0.0% |
tBodyAccJerkMag-arCoeff()2
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.029727 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.39274 |
| Q1 | -0.21236 |
| Median | -0.057443 |
| Q3 | 0.1383 |
| 95-th percentile | 0.40544 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.35066 |
Descriptive statistics
| Standard deviation | 0.24681 |
|---|---|
| Coef of variation | -8.3024 |
| Kurtosis | -0.056533 |
| Mean | -0.029727 |
| MAD | 0.19995 |
| Skewness | 0.3978 |
| Sum | -218.55 |
| Variance | 0.060913 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.1391529 | 1 | 0.0% | |
| -0.0072601218 | 1 | 0.0% | |
| 0.33004648 | 1 | 0.0% | |
| -0.32373762 | 1 | 0.0% | |
| -0.15158758 | 1 | 0.0% | |
| -0.26285986 | 1 | 0.0% | |
| -0.23063342 | 1 | 0.0% | |
| -0.29174343 | 1 | 0.0% | |
| 0.39815832 | 1 | 0.0% | |
| 0.13658088 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.80465299 | 1 | 0.0% | |
| -0.77219908 | 1 | 0.0% | |
| -0.74274466 | 1 | 0.0% | |
| -0.70946641 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.88565157 | 1 | 0.0% | |
| 0.91292261 | 1 | 0.0% | |
| 0.93223654 | 1 | 0.0% | |
| 0.93904529 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyAccJerkMag-arCoeff()3
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.084343 |
|---|---|
| Minimum | -0.83056 |
| Maximum | 0.91435 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -0.83056 |
|---|---|
| 5-th percentile | -0.46148 |
| Q1 | -0.24319 |
| Median | -0.087247 |
| Q3 | 0.067611 |
| 95-th percentile | 0.3093 |
| Maximum | 0.91435 |
| Range | 1.7449 |
| Interquartile range | 0.3108 |
Descriptive statistics
| Standard deviation | 0.23612 |
|---|---|
| Coef of variation | -2.7995 |
| Kurtosis | 0.16657 |
| Mean | -0.084343 |
| MAD | 0.18724 |
| Skewness | 0.14163 |
| Sum | -620.09 |
| Variance | 0.055751 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.074706268 | 1 | 0.0% | |
| 0.024216614 | 1 | 0.0% | |
| -0.45913498 | 1 | 0.0% | |
| -0.25890172 | 1 | 0.0% | |
| -0.084193431 | 1 | 0.0% | |
| 0.19859699 | 1 | 0.0% | |
| 0.028644053 | 1 | 0.0% | |
| 0.31228588 | 1 | 0.0% | |
| 0.20925566 | 1 | 0.0% | |
| -0.024499415 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.83055874 | 1 | 0.0% | |
| -0.80399159 | 1 | 0.0% | |
| -0.79095589 | 1 | 0.0% | |
| -0.78803198 | 1 | 0.0% | |
| -0.77977282 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.77363755 | 1 | 0.0% | |
| 0.7856919 | 1 | 0.0% | |
| 0.83091139 | 1 | 0.0% | |
| 0.89319414 | 1 | 0.0% | |
| 0.91434541 | 1 | 0.0% |
tBodyAccJerkMag-arCoeff()4
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.049384 |
|---|---|
| Minimum | -1 |
| Maximum | 0.97433 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.46358 |
| Q1 | -0.2252 |
| Median | -0.051537 |
| Q3 | 0.12297 |
| 95-th percentile | 0.37782 |
| Maximum | 0.97433 |
| Range | 1.9743 |
| Interquartile range | 0.34817 |
Descriptive statistics
| Standard deviation | 0.25596 |
|---|---|
| Coef of variation | -5.1831 |
| Kurtosis | 0.01697 |
| Mean | -0.049384 |
| MAD | 0.20399 |
| Skewness | 0.092988 |
| Sum | -363.07 |
| Variance | 0.065517 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.36621341 | 1 | 0.0% | |
| 0.05234377 | 1 | 0.0% | |
| -0.45489997 | 1 | 0.0% | |
| 0.034052303 | 1 | 0.0% | |
| 0.21434909 | 1 | 0.0% | |
| -0.23610644 | 1 | 0.0% | |
| -0.030302806 | 1 | 0.0% | |
| 0.24101563 | 1 | 0.0% | |
| -0.46262084 | 1 | 0.0% | |
| -0.1734735 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.93019849 | 1 | 0.0% | |
| -0.91421822 | 1 | 0.0% | |
| -0.88040069 | 1 | 0.0% | |
| -0.83789685 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.79587479 | 1 | 0.0% | |
| 0.81049139 | 1 | 0.0% | |
| 0.84072014 | 1 | 0.0% | |
| 0.87727768 | 1 | 0.0% | |
| 0.97433286 | 1 | 0.0% |
tBodyAccJerkMag-energy()
Highly correlated
This variable is highly correlated with tBodyAccJerkMag-sma() and should be ignored for analysis
| Correlation | 0.94943 |
|---|
tBodyAccJerkMag-entropy()
Highly correlated
This variable is highly correlated with tBodyAccJerkMag-iqr() and should be ignored for analysis
| Correlation | 0.92519 |
|---|
tBodyAccJerkMag-iqr()
Highly correlated
This variable is highly correlated with tBodyAccJerkMag-energy() and should be ignored for analysis
| Correlation | 0.94691 |
|---|
tBodyAccJerkMag-mad()
Highly correlated
This variable is highly correlated with tBodyAccJerkMag-std() and should be ignored for analysis
| Correlation | 0.9983 |
|---|
tBodyAccJerkMag-max()
Highly correlated
This variable is highly correlated with tBodyAccJerkMag-mad() and should be ignored for analysis
| Correlation | 0.98174 |
|---|
tBodyAccJerkMag-mean()
Highly correlated
This variable is highly correlated with tGravityAccMag-iqr() and should be ignored for analysis
| Correlation | 0.91483 |
|---|
tBodyAccJerkMag-min()
Numeric
| Distinct count | 5143 |
|---|---|
| Unique (%) | 70.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.78569 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.9926 |
| Q1 | -0.98374 |
| Median | -0.96425 |
| Q3 | -0.60555 |
| 95-th percentile | -0.26387 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.37818 |
Descriptive statistics
| Standard deviation | 0.26252 |
|---|---|
| Coef of variation | -0.33413 |
| Kurtosis | 1.0978 |
| Mean | -0.78569 |
| MAD | 0.22119 |
| Skewness | 1.2543 |
| Sum | -5776.4 |
| Variance | 0.068918 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.98294526 | 3 | 0.0% | |
| -1.0 | 2 | 0.0% | |
| -0.98468404 | 2 | 0.0% | |
| -0.56649125 | 2 | 0.0% | |
| -0.49797363 | 2 | 0.0% | |
| -0.9930299 | 2 | 0.0% | |
| -0.70080521 | 2 | 0.0% | |
| -0.55232681 | 2 | 0.0% | |
| -0.42139806 | 2 | 0.0% | |
| -0.65575244 | 2 | 0.0% | |
| Other values (5133) | 7331 | 99.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 2 | 0.0% | |
| -0.99927351 | 2 | 0.0% | |
| -0.99921985 | 2 | 0.0% | |
| -0.9989277 | 2 | 0.0% | |
| -0.99890648 | 2 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.41466315 | 1 | 0.0% | |
| 0.4412473 | 1 | 0.0% | |
| 0.5377499 | 1 | 0.0% | |
| 0.54699231 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyAccJerkMag-sma()
Highly correlated
This variable is highly correlated with tBodyAccJerkMag-max() and should be ignored for analysis
| Correlation | 0.97407 |
|---|
tBodyAccJerkMag-std()
Highly correlated
This variable is highly correlated with tBodyAccJerkMag-mean() and should be ignored for analysis
| Correlation | 0.98561 |
|---|
tBodyAccMag-arCoeff()1
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.072481 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.54513 |
| Q1 | -0.29575 |
| Median | -0.076562 |
| Q3 | 0.13949 |
| 95-th percentile | 0.41685 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.43524 |
Descriptive statistics
| Standard deviation | 0.29499 |
|---|---|
| Coef of variation | -4.0699 |
| Kurtosis | -0.52175 |
| Mean | -0.072481 |
| MAD | 0.24193 |
| Skewness | 0.057712 |
| Sum | -532.88 |
| Variance | 0.087022 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.29701303 | 1 | 0.0% | |
| 0.32666176 | 1 | 0.0% | |
| -0.050477519 | 1 | 0.0% | |
| -0.057688652 | 1 | 0.0% | |
| -0.36936003 | 1 | 0.0% | |
| -0.084635881 | 1 | 0.0% | |
| -0.21201309 | 1 | 0.0% | |
| -0.038283701 | 1 | 0.0% | |
| -0.545736 | 1 | 0.0% | |
| -0.50923629 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.97108486 | 1 | 0.0% | |
| -0.96695981 | 1 | 0.0% | |
| -0.95491541 | 1 | 0.0% | |
| -0.95461335 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.72770307 | 1 | 0.0% | |
| 0.75927055 | 1 | 0.0% | |
| 0.82173217 | 1 | 0.0% | |
| 0.87660105 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyAccMag-arCoeff()2
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.024964 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.35033 |
| Q1 | -0.1513 |
| Median | 0.018165 |
| Q3 | 0.19207 |
| 95-th percentile | 0.42941 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.34336 |
Descriptive statistics
| Standard deviation | 0.23848 |
|---|---|
| Coef of variation | 9.553 |
| Kurtosis | -0.29437 |
| Mean | 0.024964 |
| MAD | 0.1942 |
| Skewness | 0.18631 |
| Sum | 183.54 |
| Variance | 0.056875 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.1132877 | 1 | 0.0% | |
| 0.14095956 | 1 | 0.0% | |
| -0.073456269 | 1 | 0.0% | |
| 0.22570402 | 1 | 0.0% | |
| 0.46742966 | 1 | 0.0% | |
| 0.13950107 | 1 | 0.0% | |
| 0.083911433 | 1 | 0.0% | |
| -0.23046113 | 1 | 0.0% | |
| -0.2237416 | 1 | 0.0% | |
| 0.1356017 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.82174058 | 1 | 0.0% | |
| -0.61896989 | 1 | 0.0% | |
| -0.61305945 | 1 | 0.0% | |
| -0.60766466 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.80932287 | 1 | 0.0% | |
| 0.85129315 | 1 | 0.0% | |
| 0.90123451 | 1 | 0.0% | |
| 0.90680896 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyAccMag-arCoeff()3
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.060692 |
|---|---|
| Minimum | -1 |
| Maximum | 0.99473 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.36839 |
| Q1 | -0.1083 |
| Median | 0.069458 |
| Q3 | 0.23914 |
| 95-th percentile | 0.46271 |
| Maximum | 0.99473 |
| Range | 1.9947 |
| Interquartile range | 0.34743 |
Descriptive statistics
| Standard deviation | 0.25465 |
|---|---|
| Coef of variation | 4.1958 |
| Kurtosis | 0.12299 |
| Mean | 0.060692 |
| MAD | 0.20318 |
| Skewness | -0.16917 |
| Sum | 446.2 |
| Variance | 0.064847 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.073485495 | 1 | 0.0% | |
| -0.18287746 | 1 | 0.0% | |
| 0.20010123 | 1 | 0.0% | |
| 0.22746734 | 1 | 0.0% | |
| 0.10940984 | 1 | 0.0% | |
| -0.10193089 | 1 | 0.0% | |
| 0.29221543 | 1 | 0.0% | |
| 0.33855149 | 1 | 0.0% | |
| 0.071891848 | 1 | 0.0% | |
| -0.32875752 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.912329 | 1 | 0.0% | |
| -0.91104749 | 1 | 0.0% | |
| -0.82827806 | 1 | 0.0% | |
| -0.80583875 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.88824037 | 1 | 0.0% | |
| 0.88837244 | 1 | 0.0% | |
| 0.91977667 | 1 | 0.0% | |
| 0.95216776 | 1 | 0.0% | |
| 0.994731 | 1 | 0.0% |
tBodyAccMag-arCoeff()4
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.058675 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.50108 |
| Q1 | -0.23682 |
| Median | -0.05817 |
| Q3 | 0.12639 |
| 95-th percentile | 0.37142 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.36321 |
Descriptive statistics
| Standard deviation | 0.26512 |
|---|---|
| Coef of variation | -4.5185 |
| Kurtosis | -0.043681 |
| Mean | -0.058675 |
| MAD | 0.21199 |
| Skewness | -0.016876 |
| Sum | -431.38 |
| Variance | 0.070291 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.14794809 | 1 | 0.0% | |
| -0.45398683 | 1 | 0.0% | |
| -0.18961658 | 1 | 0.0% | |
| 0.055391608 | 1 | 0.0% | |
| -0.076301989 | 1 | 0.0% | |
| 0.078362815 | 1 | 0.0% | |
| -0.037974254 | 1 | 0.0% | |
| -0.35728402 | 1 | 0.0% | |
| -0.26011475 | 1 | 0.0% | |
| 0.13361425 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.95815093 | 1 | 0.0% | |
| -0.953493 | 1 | 0.0% | |
| -0.93724367 | 1 | 0.0% | |
| -0.90735341 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.82396852 | 1 | 0.0% | |
| 0.83690505 | 1 | 0.0% | |
| 0.91185763 | 1 | 0.0% | |
| 0.9245658 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyAccMag-energy()
Highly correlated
This variable is highly correlated with tBodyAccMag-sma() and should be ignored for analysis
| Correlation | 0.95918 |
|---|
tBodyAccMag-entropy()
Highly correlated
This variable is highly correlated with tBodyAccMag-sma() and should be ignored for analysis
| Correlation | 0.92397 |
|---|
tBodyAccMag-iqr()
Highly correlated
This variable is highly correlated with tBodyAccMag-energy() and should be ignored for analysis
| Correlation | 0.94108 |
|---|
tBodyAccMag-mad()
Highly correlated
This variable is highly correlated with tBodyAccMag-std() and should be ignored for analysis
| Correlation | 0.9975 |
|---|
tBodyAccMag-max()
Highly correlated
This variable is highly correlated with tBodyAccMag-mad() and should be ignored for analysis
| Correlation | 0.97634 |
|---|
tBodyAccMag-mean()
Highly correlated
This variable is highly correlated with tBodyGyroJerk-entropy()-Z and should be ignored for analysis
| Correlation | 0.93395 |
|---|
tBodyAccMag-min()
Numeric
| Distinct count | 5171 |
|---|---|
| Unique (%) | 70.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.83862 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.99712 |
| Q1 | -0.99282 |
| Median | -0.96851 |
| Q3 | -0.69621 |
| 95-th percentile | -0.47853 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.2966 |
Descriptive statistics
| Standard deviation | 0.19158 |
|---|---|
| Coef of variation | -0.22845 |
| Kurtosis | 1.9919 |
| Mean | -0.83862 |
| MAD | 0.16549 |
| Skewness | 1.1612 |
| Sum | -6165.5 |
| Variance | 0.036703 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.99121846 | 3 | 0.0% | |
| -0.99754974 | 3 | 0.0% | |
| -0.60364038 | 2 | 0.0% | |
| -0.99707024 | 2 | 0.0% | |
| -0.64609535 | 2 | 0.0% | |
| -0.99744262 | 2 | 0.0% | |
| -0.71517868 | 2 | 0.0% | |
| -0.99516241 | 2 | 0.0% | |
| -0.60158361 | 2 | 0.0% | |
| -0.99221592 | 2 | 0.0% | |
| Other values (5161) | 7330 | 99.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 2 | 0.0% | |
| -0.99994637 | 2 | 0.0% | |
| -0.99984705 | 2 | 0.0% | |
| -0.99984494 | 2 | 0.0% | |
| -0.99971725 | 2 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.12813182 | 1 | 0.0% | |
| 0.25544495 | 1 | 0.0% | |
| 0.62049439 | 1 | 0.0% | |
| 0.71966323 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyAccMag-sma()
Highly correlated
This variable is highly correlated with tBodyAccMag-max() and should be ignored for analysis
| Correlation | 0.97331 |
|---|
tBodyAccMag-std()
Highly correlated
This variable is highly correlated with tBodyAccMag-mean() and should be ignored for analysis
| Correlation | 0.96971 |
|---|
tBodyGyro-arCoeff()-X,1
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.21987 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.6575 |
| Q1 | -0.43112 |
| Median | -0.23748 |
| Q3 | -0.016263 |
| 95-th percentile | 0.26642 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.41486 |
Descriptive statistics
| Standard deviation | 0.28435 |
|---|---|
| Coef of variation | -1.2932 |
| Kurtosis | -0.35922 |
| Mean | -0.21987 |
| MAD | 0.23314 |
| Skewness | 0.22441 |
| Sum | -1616.5 |
| Variance | 0.080853 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.25784217 | 1 | 0.0% | |
| 0.27812903 | 1 | 0.0% | |
| -0.083464103 | 1 | 0.0% | |
| -0.41506228 | 1 | 0.0% | |
| -0.58509435 | 1 | 0.0% | |
| -0.43488099 | 1 | 0.0% | |
| -0.078496119 | 1 | 0.0% | |
| -0.27555657 | 1 | 0.0% | |
| -0.6489348 | 1 | 0.0% | |
| -0.0032167392 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.97922952 | 1 | 0.0% | |
| -0.96537742 | 1 | 0.0% | |
| -0.9525931 | 1 | 0.0% | |
| -0.94389255 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.74178604 | 1 | 0.0% | |
| 0.84613975 | 1 | 0.0% | |
| 0.87337339 | 1 | 0.0% | |
| 0.94706937 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyGyro-arCoeff()-X,2
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.14167 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.21218 |
| Q1 | -0.028763 |
| Median | 0.13253 |
| Q3 | 0.29957 |
| 95-th percentile | 0.53433 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.32833 |
Descriptive statistics
| Standard deviation | 0.23171 |
|---|---|
| Coef of variation | 1.6356 |
| Kurtosis | 0.018192 |
| Mean | 0.14167 |
| MAD | 0.18801 |
| Skewness | 0.14109 |
| Sum | 1041.5 |
| Variance | 0.053689 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.030694716 | 1 | 0.0% | |
| 0.3639594 | 1 | 0.0% | |
| 0.091528784 | 1 | 0.0% | |
| -0.033000434 | 1 | 0.0% | |
| -0.089276633 | 1 | 0.0% | |
| 0.25999735 | 1 | 0.0% | |
| 0.11825033 | 1 | 0.0% | |
| 0.2213504 | 1 | 0.0% | |
| -0.36436265 | 1 | 0.0% | |
| 0.21873658 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.91554493 | 1 | 0.0% | |
| -0.87790484 | 1 | 0.0% | |
| -0.84545696 | 1 | 0.0% | |
| -0.83929884 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.96290272 | 1 | 0.0% | |
| 0.97537322 | 1 | 0.0% | |
| 0.97900362 | 1 | 0.0% | |
| 0.99829526 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyGyro-arCoeff()-X,3
Numeric
| Distinct count | 7351 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.13912 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.25333 |
| Q1 | -0.00074636 |
| Median | 0.15453 |
| Q3 | 0.29184 |
| 95-th percentile | 0.48078 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.29259 |
Descriptive statistics
| Standard deviation | 0.22707 |
|---|---|
| Coef of variation | 1.6322 |
| Kurtosis | 0.65978 |
| Mean | 0.13912 |
| MAD | 0.17786 |
| Skewness | -0.3698 |
| Sum | 1022.8 |
| Variance | 0.051561 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.16647205 | 2 | 0.0% | |
| -0.09668388 | 1 | 0.0% | |
| 0.17693119 | 1 | 0.0% | |
| 0.21721818 | 1 | 0.0% | |
| 0.37275056 | 1 | 0.0% | |
| 0.13535058 | 1 | 0.0% | |
| 0.1862755 | 1 | 0.0% | |
| -0.31396152 | 1 | 0.0% | |
| -0.12194209 | 1 | 0.0% | |
| 0.293504 | 1 | 0.0% | |
| Other values (7341) | 7341 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.91891284 | 1 | 0.0% | |
| -0.87445645 | 1 | 0.0% | |
| -0.86622667 | 1 | 0.0% | |
| -0.84337562 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.86894515 | 1 | 0.0% | |
| 0.88210217 | 1 | 0.0% | |
| 0.94788495 | 1 | 0.0% | |
| 0.97546858 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyGyro-arCoeff()-X,4
Numeric
| Distinct count | 7350 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.085362 |
|---|---|
| Minimum | -0.96659 |
| Maximum | 0.85274 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -0.96659 |
|---|---|
| 5-th percentile | -0.47978 |
| Q1 | -0.25455 |
| Median | -0.08273 |
| Q3 | 0.078642 |
| 95-th percentile | 0.31368 |
| Maximum | 0.85274 |
| Range | 1.8193 |
| Interquartile range | 0.33319 |
Descriptive statistics
| Standard deviation | 0.2437 |
|---|---|
| Coef of variation | -2.8549 |
| Kurtosis | 0.035479 |
| Mean | -0.085362 |
| MAD | 0.19486 |
| Skewness | 0.022166 |
| Sum | -627.58 |
| Variance | 0.059388 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.29608727 | 2 | 0.0% | |
| 0.14846233 | 2 | 0.0% | |
| -0.025818246 | 1 | 0.0% | |
| -0.22967101 | 1 | 0.0% | |
| 0.22658309 | 1 | 0.0% | |
| -0.13560134 | 1 | 0.0% | |
| 0.13353208 | 1 | 0.0% | |
| -0.069296209 | 1 | 0.0% | |
| -0.062508458 | 1 | 0.0% | |
| 0.13498747 | 1 | 0.0% | |
| Other values (7340) | 7340 | 99.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.96659121 | 1 | 0.0% | |
| -0.92765188 | 1 | 0.0% | |
| -0.92122637 | 1 | 0.0% | |
| -0.91292126 | 1 | 0.0% | |
| -0.89048094 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.74472573 | 1 | 0.0% | |
| 0.78211169 | 1 | 0.0% | |
| 0.80442059 | 1 | 0.0% | |
| 0.80673653 | 1 | 0.0% | |
| 0.85273955 | 1 | 0.0% |
tBodyGyro-arCoeff()-Y,1
Numeric
| Distinct count | 7351 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.20313 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.5454 |
| Q1 | -0.34996 |
| Median | -0.20751 |
| Q3 | -0.059237 |
| 95-th percentile | 0.14953 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.29072 |
Descriptive statistics
| Standard deviation | 0.21216 |
|---|---|
| Coef of variation | -1.0445 |
| Kurtosis | 0.2423 |
| Mean | -0.20313 |
| MAD | 0.16966 |
| Skewness | 0.14701 |
| Sum | -1493.4 |
| Variance | 0.045013 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.47233295 | 2 | 0.0% | |
| -0.07324946 | 1 | 0.0% | |
| -0.4516515 | 1 | 0.0% | |
| -0.095000715 | 1 | 0.0% | |
| -0.10715559 | 1 | 0.0% | |
| -0.2919694 | 1 | 0.0% | |
| -0.50456078 | 1 | 0.0% | |
| -0.046759163 | 1 | 0.0% | |
| -0.27996176 | 1 | 0.0% | |
| -0.057768007 | 1 | 0.0% | |
| Other values (7341) | 7341 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.90894323 | 1 | 0.0% | |
| -0.88759049 | 1 | 0.0% | |
| -0.87117913 | 1 | 0.0% | |
| -0.85935453 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.73835186 | 1 | 0.0% | |
| 0.79782821 | 1 | 0.0% | |
| 0.82207571 | 1 | 0.0% | |
| 0.96045219 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyGyro-arCoeff()-Y,2
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.16452 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.13446 |
| Q1 | 0.027981 |
| Median | 0.15957 |
| Q3 | 0.29636 |
| 95-th percentile | 0.48777 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.26838 |
Descriptive statistics
| Standard deviation | 0.19438 |
|---|---|
| Coef of variation | 1.1815 |
| Kurtosis | 0.45818 |
| Mean | 0.16452 |
| MAD | 0.1557 |
| Skewness | 0.014075 |
| Sum | 1209.6 |
| Variance | 0.037785 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.14715114 | 1 | 0.0% | |
| 0.10354129 | 1 | 0.0% | |
| 0.00016822643 | 1 | 0.0% | |
| 0.055418811 | 1 | 0.0% | |
| 0.20762137 | 1 | 0.0% | |
| 0.23973562 | 1 | 0.0% | |
| 0.38140715 | 1 | 0.0% | |
| 0.22348581 | 1 | 0.0% | |
| 0.31924005 | 1 | 0.0% | |
| 0.378237 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.97297139 | 1 | 0.0% | |
| -0.87435466 | 1 | 0.0% | |
| -0.79285822 | 1 | 0.0% | |
| -0.75658131 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.7956232 | 1 | 0.0% | |
| 0.79720926 | 1 | 0.0% | |
| 0.82091243 | 1 | 0.0% | |
| 0.89465987 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyGyro-arCoeff()-Y,3
Numeric
| Distinct count | 7351 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.0355 |
|---|---|
| Minimum | -0.96254 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -0.96254 |
|---|---|
| 5-th percentile | -0.40958 |
| Q1 | -0.18267 |
| Median | -0.031185 |
| Q3 | 0.12067 |
| 95-th percentile | 0.31832 |
| Maximum | 1 |
| Range | 1.9625 |
| Interquartile range | 0.30334 |
Descriptive statistics
| Standard deviation | 0.22537 |
|---|---|
| Coef of variation | -6.3483 |
| Kurtosis | 0.305 |
| Mean | -0.0355 |
| MAD | 0.17873 |
| Skewness | -0.073549 |
| Sum | -261 |
| Variance | 0.05079 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.22140464 | 2 | 0.0% | |
| -0.27410346 | 1 | 0.0% | |
| 0.01981317 | 1 | 0.0% | |
| -0.13405335 | 1 | 0.0% | |
| 0.1204357 | 1 | 0.0% | |
| -0.15034216 | 1 | 0.0% | |
| -0.36555188 | 1 | 0.0% | |
| 0.23279008 | 1 | 0.0% | |
| 0.23881984 | 1 | 0.0% | |
| -0.29094858 | 1 | 0.0% | |
| Other values (7341) | 7341 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.96253937 | 1 | 0.0% | |
| -0.85657458 | 1 | 0.0% | |
| -0.81433365 | 1 | 0.0% | |
| -0.81231434 | 1 | 0.0% | |
| -0.79472523 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.8390101 | 1 | 0.0% | |
| 0.88343249 | 1 | 0.0% | |
| 0.88765754 | 1 | 0.0% | |
| 0.961506 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyGyro-arCoeff()-Y,4
Numeric
| Distinct count | 7351 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.13823 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.20022 |
| Q1 | -0.00097481 |
| Median | 0.14061 |
| Q3 | 0.28024 |
| 95-th percentile | 0.47387 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.28121 |
Descriptive statistics
| Standard deviation | 0.20895 |
|---|---|
| Coef of variation | 1.5116 |
| Kurtosis | 0.2735 |
| Mean | 0.13823 |
| MAD | 0.16623 |
| Skewness | -0.10384 |
| Sum | 1016.3 |
| Variance | 0.043659 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.42109971 | 2 | 0.0% | |
| 0.26853179 | 1 | 0.0% | |
| 0.018113779 | 1 | 0.0% | |
| 0.40232436 | 1 | 0.0% | |
| 0.46483167 | 1 | 0.0% | |
| 0.42329812 | 1 | 0.0% | |
| 0.15343804 | 1 | 0.0% | |
| 0.031928556 | 1 | 0.0% | |
| 0.075228798 | 1 | 0.0% | |
| -0.12854122 | 1 | 0.0% | |
| Other values (7341) | 7341 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.82390494 | 1 | 0.0% | |
| -0.76944373 | 1 | 0.0% | |
| -0.74254589 | 1 | 0.0% | |
| -0.74183717 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.77850639 | 1 | 0.0% | |
| 0.79926735 | 1 | 0.0% | |
| 0.82987684 | 1 | 0.0% | |
| 0.88832464 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyGyro-arCoeff()-Z,1
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.080571 |
|---|---|
| Minimum | -0.90718 |
| Maximum | 0.86609 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -0.90718 |
|---|---|
| 5-th percentile | -0.55632 |
| Q1 | -0.3354 |
| Median | -0.10509 |
| Q3 | 0.1762 |
| 95-th percentile | 0.44444 |
| Maximum | 0.86609 |
| Range | 1.7733 |
| Interquartile range | 0.5116 |
Descriptive statistics
| Standard deviation | 0.31774 |
|---|---|
| Coef of variation | -3.9436 |
| Kurtosis | -0.82427 |
| Mean | -0.080571 |
| MAD | 0.26929 |
| Skewness | 0.16686 |
| Sum | -592.36 |
| Variance | 0.10096 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.51955877 | 1 | 0.0% | |
| 0.14354636 | 1 | 0.0% | |
| 0.037705049 | 1 | 0.0% | |
| -0.52927865 | 1 | 0.0% | |
| 0.21395783 | 1 | 0.0% | |
| -0.26698993 | 1 | 0.0% | |
| 0.27032385 | 1 | 0.0% | |
| 0.37096473 | 1 | 0.0% | |
| -0.37154426 | 1 | 0.0% | |
| -0.58613106 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.90717752 | 1 | 0.0% | |
| -0.90076918 | 1 | 0.0% | |
| -0.88739823 | 1 | 0.0% | |
| -0.8761534 | 1 | 0.0% | |
| -0.86933312 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.76511147 | 1 | 0.0% | |
| 0.77495988 | 1 | 0.0% | |
| 0.78976921 | 1 | 0.0% | |
| 0.80411341 | 1 | 0.0% | |
| 0.86609404 | 1 | 0.0% |
tBodyGyro-arCoeff()-Z,2
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.062174 |
|---|---|
| Minimum | -0.92339 |
| Maximum | 0.94521 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -0.92339 |
|---|---|
| 5-th percentile | -0.37275 |
| Q1 | -0.18013 |
| Median | 0.062439 |
| Q3 | 0.29286 |
| 95-th percentile | 0.52545 |
| Maximum | 0.94521 |
| Range | 1.8686 |
| Interquartile range | 0.47299 |
Descriptive statistics
| Standard deviation | 0.28735 |
|---|---|
| Coef of variation | 4.6217 |
| Kurtosis | -0.85153 |
| Mean | 0.062174 |
| MAD | 0.24575 |
| Skewness | 0.070742 |
| Sum | 457.1 |
| Variance | 0.082568 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.28377427 | 1 | 0.0% | |
| -0.12418993 | 1 | 0.0% | |
| 0.006318647 | 1 | 0.0% | |
| 0.072390467 | 1 | 0.0% | |
| 0.11981557 | 1 | 0.0% | |
| 0.29454888 | 1 | 0.0% | |
| -0.25166485 | 1 | 0.0% | |
| 0.027949961 | 1 | 0.0% | |
| 0.33998841 | 1 | 0.0% | |
| -0.14867448 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.92338795 | 1 | 0.0% | |
| -0.92124818 | 1 | 0.0% | |
| -0.77111201 | 1 | 0.0% | |
| -0.68189445 | 1 | 0.0% | |
| -0.66944889 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.82305935 | 1 | 0.0% | |
| 0.83201217 | 1 | 0.0% | |
| 0.84569377 | 1 | 0.0% | |
| 0.85968515 | 1 | 0.0% | |
| 0.94520707 | 1 | 0.0% |
tBodyGyro-arCoeff()-Z,3
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.0041219 |
|---|---|
| Minimum | -0.9473 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -0.9473 |
|---|---|
| 5-th percentile | -0.46924 |
| Q1 | -0.19336 |
| Median | 0.015518 |
| Q3 | 0.19515 |
| 95-th percentile | 0.40237 |
| Maximum | 1 |
| Range | 1.9473 |
| Interquartile range | 0.38852 |
Descriptive statistics
| Standard deviation | 0.26956 |
|---|---|
| Coef of variation | -65.396 |
| Kurtosis | -0.23908 |
| Mean | -0.0041219 |
| MAD | 0.22018 |
| Skewness | -0.24492 |
| Sum | -30.304 |
| Variance | 0.07266 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.31348183 | 1 | 0.0% | |
| 0.13952985 | 1 | 0.0% | |
| -0.09047868 | 1 | 0.0% | |
| -0.40759873 | 1 | 0.0% | |
| -0.43186103 | 1 | 0.0% | |
| -0.002554071 | 1 | 0.0% | |
| 0.019803498 | 1 | 0.0% | |
| 0.19098566 | 1 | 0.0% | |
| -0.18857387 | 1 | 0.0% | |
| -0.34165051 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.94730392 | 1 | 0.0% | |
| -0.92649288 | 1 | 0.0% | |
| -0.9029731 | 1 | 0.0% | |
| -0.8707919 | 1 | 0.0% | |
| -0.85810541 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.86541135 | 1 | 0.0% | |
| 0.8960613 | 1 | 0.0% | |
| 0.9707112 | 1 | 0.0% | |
| 0.97450359 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyGyro-arCoeff()-Z,4
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.14822 |
|---|---|
| Minimum | -1 |
| Maximum | 0.98514 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.27151 |
| Q1 | -0.031373 |
| Median | 0.14693 |
| Q3 | 0.32576 |
| 95-th percentile | 0.5789 |
| Maximum | 0.98514 |
| Range | 1.9851 |
| Interquartile range | 0.35713 |
Descriptive statistics
| Standard deviation | 0.26149 |
|---|---|
| Coef of variation | 1.7641 |
| Kurtosis | 0.0090976 |
| Mean | 0.14822 |
| MAD | 0.20946 |
| Skewness | -0.0053815 |
| Sum | 1089.7 |
| Variance | 0.068377 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.16066759 | 1 | 0.0% | |
| -0.0035810494 | 1 | 0.0% | |
| -0.091442471 | 1 | 0.0% | |
| 0.14138124 | 1 | 0.0% | |
| 0.47864674 | 1 | 0.0% | |
| 0.35837937 | 1 | 0.0% | |
| 0.18404039 | 1 | 0.0% | |
| -0.03858492 | 1 | 0.0% | |
| 0.00085609851 | 1 | 0.0% | |
| -0.028167365 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.977481 | 1 | 0.0% | |
| -0.82041645 | 1 | 0.0% | |
| -0.80878003 | 1 | 0.0% | |
| -0.79571649 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.94418102 | 1 | 0.0% | |
| 0.95027029 | 1 | 0.0% | |
| 0.95167894 | 1 | 0.0% | |
| 0.95572619 | 1 | 0.0% | |
| 0.98513795 | 1 | 0.0% |
tBodyGyro-correlation()-X,Y
Numeric
| Distinct count | 7351 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.17313 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.78862 |
| Q1 | -0.45296 |
| Median | -0.19033 |
| Q3 | 0.090581 |
| 95-th percentile | 0.50486 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.54354 |
Descriptive statistics
| Standard deviation | 0.38968 |
|---|---|
| Coef of variation | -2.2507 |
| Kurtosis | -0.25769 |
| Mean | -0.17313 |
| MAD | 0.31519 |
| Skewness | 0.27668 |
| Sum | -1272.9 |
| Variance | 0.15185 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.26377889 | 2 | 0.0% | |
| 0.019933996 | 1 | 0.0% | |
| 0.0093274346 | 1 | 0.0% | |
| 0.34929228 | 1 | 0.0% | |
| -0.12986298 | 1 | 0.0% | |
| -0.21359143 | 1 | 0.0% | |
| 0.41612897 | 1 | 0.0% | |
| -0.30923852 | 1 | 0.0% | |
| -0.41267508 | 1 | 0.0% | |
| -0.38317622 | 1 | 0.0% | |
| Other values (7341) | 7341 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.99094745 | 1 | 0.0% | |
| -0.99019833 | 1 | 0.0% | |
| -0.99018254 | 1 | 0.0% | |
| -0.98993112 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.97154661 | 1 | 0.0% | |
| 0.97483319 | 1 | 0.0% | |
| 0.98074561 | 1 | 0.0% | |
| 0.98721652 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyGyro-correlation()-X,Z
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.0010066 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.64466 |
| Q1 | -0.25449 |
| Median | -0.022051 |
| Q3 | 0.25034 |
| 95-th percentile | 0.71094 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.50482 |
Descriptive statistics
| Standard deviation | 0.39299 |
|---|---|
| Coef of variation | 390.41 |
| Kurtosis | -0.17752 |
| Mean | 0.0010066 |
| MAD | 0.31116 |
| Skewness | 0.18306 |
| Sum | 7.4005 |
| Variance | 0.15444 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.43274278 | 1 | 0.0% | |
| 0.26913225 | 1 | 0.0% | |
| -0.23015046 | 1 | 0.0% | |
| 0.5764925 | 1 | 0.0% | |
| -0.30542658 | 1 | 0.0% | |
| 0.38125543 | 1 | 0.0% | |
| -0.26953732 | 1 | 0.0% | |
| -0.23983894 | 1 | 0.0% | |
| 0.039264737 | 1 | 0.0% | |
| 0.19219603 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.99787476 | 1 | 0.0% | |
| -0.99751957 | 1 | 0.0% | |
| -0.99493678 | 1 | 0.0% | |
| -0.98658798 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.99818519 | 1 | 0.0% | |
| 0.99861407 | 1 | 0.0% | |
| 0.998729 | 1 | 0.0% | |
| 0.99939446 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyGyro-correlation()-Y,Z
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.11754 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.82318 |
| Q1 | -0.43841 |
| Median | -0.11319 |
| Q3 | 0.18861 |
| 95-th percentile | 0.59653 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.62702 |
Descriptive statistics
| Standard deviation | 0.42881 |
|---|---|
| Coef of variation | -3.6482 |
| Kurtosis | -0.70289 |
| Mean | -0.11754 |
| MAD | 0.3537 |
| Skewness | 0.057589 |
| Sum | -864.14 |
| Variance | 0.18388 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.32128014 | 1 | 0.0% | |
| 0.73646017 | 1 | 0.0% | |
| 0.38467176 | 1 | 0.0% | |
| 0.031879369 | 1 | 0.0% | |
| -0.18461488 | 1 | 0.0% | |
| 0.13470258 | 1 | 0.0% | |
| 0.77272672 | 1 | 0.0% | |
| 0.42515283 | 1 | 0.0% | |
| 0.087352295 | 1 | 0.0% | |
| 0.31661076 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.9999771 | 1 | 0.0% | |
| -0.99759916 | 1 | 0.0% | |
| -0.99707913 | 1 | 0.0% | |
| -0.99625882 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.97849404 | 1 | 0.0% | |
| 0.98606711 | 1 | 0.0% | |
| 0.99618602 | 1 | 0.0% | |
| 0.99709807 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyGyro-energy()-X
Highly correlated
This variable is highly correlated with tBodyGyro-mad()-X and should be ignored for analysis
| Correlation | 0.90553 |
|---|
tBodyGyro-energy()-Y
Highly correlated
This variable is highly correlated with tBodyGyro-max()-Y and should be ignored for analysis
| Correlation | 0.91392 |
|---|
tBodyGyro-energy()-Z
Highly correlated
This variable is highly correlated with tBodyGyro-mad()-Z and should be ignored for analysis
| Correlation | 0.91656 |
|---|
tBodyGyro-entropy()-X
Numeric
| Distinct count | 5961 |
|---|---|
| Unique (%) | 81.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.14681 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.83872 |
| Q1 | -0.5167 |
| Median | -0.18125 |
| Q3 | 0.1932 |
| 95-th percentile | 0.66514 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.7099 |
Descriptive statistics
| Standard deviation | 0.45697 |
|---|---|
| Coef of variation | -3.1126 |
| Kurtosis | -0.70189 |
| Mean | -0.14681 |
| MAD | 0.38691 |
| Skewness | 0.22299 |
| Sum | -1079.4 |
| Variance | 0.20882 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -1.0 | 161 | 2.2% | |
| -0.97974251 | 25 | 0.3% | |
| -0.9595123 | 19 | 0.3% | |
| -0.72376173 | 13 | 0.2% | |
| 0.22804835 | 10 | 0.1% | |
| -0.8788686 | 9 | 0.1% | |
| 0.12563779 | 9 | 0.1% | |
| -0.68408322 | 9 | 0.1% | |
| 0.14185639 | 9 | 0.1% | |
| -0.83871619 | 9 | 0.1% | |
| Other values (5951) | 7079 | 96.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 161 | 2.2% | |
| -0.97974251 | 25 | 0.3% | |
| -0.96431434 | 5 | 0.1% | |
| -0.9595123 | 19 | 0.3% | |
| -0.95072615 | 4 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.9855939 | 1 | 0.0% | |
| 0.99157297 | 2 | 0.0% | |
| 0.99338547 | 1 | 0.0% | |
| 0.99794772 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyGyro-entropy()-Y
Numeric
| Distinct count | 6007 |
|---|---|
| Unique (%) | 81.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.11014 |
|---|---|
| Minimum | -1 |
| Maximum | 0.9728 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.76831 |
| Q1 | -0.37224 |
| Median | -0.084203 |
| Q3 | 0.17166 |
| 95-th percentile | 0.44191 |
| Maximum | 0.9728 |
| Range | 1.9728 |
| Interquartile range | 0.54389 |
Descriptive statistics
| Standard deviation | 0.37402 |
|---|---|
| Coef of variation | -3.396 |
| Kurtosis | -0.38337 |
| Mean | -0.11014 |
| MAD | 0.30742 |
| Skewness | -0.24329 |
| Sum | -809.71 |
| Variance | 0.13989 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -1.0 | 120 | 1.6% | |
| -0.97871158 | 19 | 0.3% | |
| -0.95745183 | 13 | 0.2% | |
| -0.89384683 | 10 | 0.1% | |
| -0.93622096 | 9 | 0.1% | |
| -0.96249824 | 9 | 0.1% | |
| 0.15501593 | 8 | 0.1% | |
| 0.14996951 | 8 | 0.1% | |
| -0.026038386 | 8 | 0.1% | |
| 0.13088996 | 8 | 0.1% | |
| Other values (5997) | 7140 | 97.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 120 | 1.6% | |
| -0.97871158 | 19 | 0.3% | |
| -0.96249824 | 9 | 0.1% | |
| -0.95745183 | 13 | 0.2% | |
| -0.94821853 | 4 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.92290299 | 1 | 0.0% | |
| 0.9272816 | 1 | 0.0% | |
| 0.92985414 | 1 | 0.0% | |
| 0.95724294 | 1 | 0.0% | |
| 0.972798 | 1 | 0.0% |
tBodyGyro-entropy()-Z
Numeric
| Distinct count | 5452 |
|---|---|
| Unique (%) | 74.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.075712 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.84474 |
| Q1 | -0.4834 |
| Median | 0.011308 |
| Q3 | 0.30545 |
| 95-th percentile | 0.55985 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.78885 |
Descriptive statistics
| Standard deviation | 0.46066 |
|---|---|
| Coef of variation | -6.0844 |
| Kurtosis | -1.009 |
| Mean | -0.075712 |
| MAD | 0.40329 |
| Skewness | -0.21081 |
| Sum | -556.64 |
| Variance | 0.21221 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -1.0 | 184 | 2.5% | |
| -0.9782363 | 29 | 0.4% | |
| -0.96166098 | 11 | 0.1% | |
| 0.30030782 | 11 | 0.1% | |
| -0.94706246 | 11 | 0.1% | |
| -0.93995611 | 10 | 0.1% | |
| 0.17767079 | 9 | 0.1% | |
| -0.9214244 | 8 | 0.1% | |
| 0.17961805 | 8 | 0.1% | |
| 0.22156803 | 8 | 0.1% | |
| Other values (5442) | 7063 | 96.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 184 | 2.5% | |
| -0.9782363 | 29 | 0.4% | |
| -0.96166098 | 11 | 0.1% | |
| -0.9565019 | 3 | 0.0% | |
| -0.94706246 | 11 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.9828331 | 1 | 0.0% | |
| 0.98347802 | 1 | 0.0% | |
| 0.99010694 | 1 | 0.0% | |
| 0.9916291 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyGyro-iqr()-X
Highly correlated
This variable is highly correlated with tBodyGyro-sma() and should be ignored for analysis
| Correlation | 0.90577 |
|---|
tBodyGyro-iqr()-Y
Highly correlated
This variable is highly correlated with tBodyGyro-sma() and should be ignored for analysis
| Correlation | 0.93557 |
|---|
tBodyGyro-iqr()-Z
Highly correlated
This variable is highly correlated with tBodyGyro-energy()-Z and should be ignored for analysis
| Correlation | 0.91764 |
|---|
tBodyGyro-mad()-X
Highly correlated
This variable is highly correlated with tBodyGyro-std()-X and should be ignored for analysis
| Correlation | 0.99778 |
|---|
tBodyGyro-mad()-Y
Highly correlated
This variable is highly correlated with tBodyGyro-std()-Y and should be ignored for analysis
| Correlation | 0.99737 |
|---|
tBodyGyro-mad()-Z
Highly correlated
This variable is highly correlated with tBodyGyro-std()-Z and should be ignored for analysis
| Correlation | 0.99752 |
|---|
tBodyGyro-max()-X
Highly correlated
This variable is highly correlated with tBodyGyro-std()-X and should be ignored for analysis
| Correlation | 0.9067 |
|---|
tBodyGyro-max()-Y
Highly correlated
This variable is highly correlated with tBodyGyro-mad()-Y and should be ignored for analysis
| Correlation | 0.93905 |
|---|
tBodyGyro-max()-Z
Highly correlated
This variable is highly correlated with tBodyGyro-mad()-Z and should be ignored for analysis
| Correlation | 0.9128 |
|---|
tBodyGyro-mean()-X
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.027184 |
|---|---|
| Minimum | -0.91405 |
| Maximum | 0.73895 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -0.91405 |
|---|---|
| 5-th percentile | -0.38613 |
| Q1 | -0.043398 |
| Median | -0.027677 |
| Q3 | -0.010528 |
| 95-th percentile | 0.3406 |
| Maximum | 0.73895 |
| Range | 1.653 |
| Interquartile range | 0.032871 |
Descriptive statistics
| Standard deviation | 0.18216 |
|---|---|
| Coef of variation | -6.7009 |
| Kurtosis | 3.5 |
| Mean | -0.027184 |
| MAD | 0.097038 |
| Skewness | -0.078651 |
| Sum | -199.86 |
| Variance | 0.033181 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.027750547 | 1 | 0.0% | |
| -0.028553706 | 1 | 0.0% | |
| -0.23060598 | 1 | 0.0% | |
| 0.0026091511 | 1 | 0.0% | |
| -0.012037986 | 1 | 0.0% | |
| -0.029145803 | 1 | 0.0% | |
| -0.17614196 | 1 | 0.0% | |
| 0.11872438 | 1 | 0.0% | |
| -0.40498411 | 1 | 0.0% | |
| -0.30817324 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.91404957 | 1 | 0.0% | |
| -0.82390857 | 1 | 0.0% | |
| -0.81564987 | 1 | 0.0% | |
| -0.80725006 | 1 | 0.0% | |
| -0.77330305 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.68040631 | 1 | 0.0% | |
| 0.69144078 | 1 | 0.0% | |
| 0.7026117 | 1 | 0.0% | |
| 0.71825221 | 1 | 0.0% | |
| 0.73895313 | 1 | 0.0% |
tBodyGyro-mean()-Y
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.076164 |
|---|---|
| Minimum | -0.85197 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -0.85197 |
|---|---|
| 5-th percentile | -0.30535 |
| Q1 | -0.1036 |
| Median | -0.074778 |
| Q3 | -0.052112 |
| 95-th percentile | 0.15058 |
| Maximum | 1 |
| Range | 1.852 |
| Interquartile range | 0.051492 |
Descriptive statistics
| Standard deviation | 0.13238 |
|---|---|
| Coef of variation | -1.7381 |
| Kurtosis | 5.3205 |
| Mean | -0.076164 |
| MAD | 0.075855 |
| Skewness | 0.16191 |
| Sum | -559.96 |
| Variance | 0.017524 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.21291019 | 1 | 0.0% | |
| -0.061147576 | 1 | 0.0% | |
| -0.13577764 | 1 | 0.0% | |
| 0.37126943 | 1 | 0.0% | |
| -0.078493125 | 1 | 0.0% | |
| 0.25201602 | 1 | 0.0% | |
| -0.067418956 | 1 | 0.0% | |
| -0.047466018 | 1 | 0.0% | |
| 0.18797708 | 1 | 0.0% | |
| -0.073677781 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.85197318 | 1 | 0.0% | |
| -0.7702705 | 1 | 0.0% | |
| -0.72526613 | 1 | 0.0% | |
| -0.69305978 | 1 | 0.0% | |
| -0.68410984 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.61928793 | 1 | 0.0% | |
| 0.62267233 | 1 | 0.0% | |
| 0.64299186 | 1 | 0.0% | |
| 0.67109388 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyGyro-mean()-Z
Numeric
| Distinct count | 7351 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.086588 |
|---|---|
| Minimum | -0.90286 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -0.90286 |
|---|---|
| 5-th percentile | -0.11334 |
| Q1 | 0.064135 |
| Median | 0.086114 |
| Q3 | 0.1096 |
| 95-th percentile | 0.29615 |
| Maximum | 1 |
| Range | 1.9029 |
| Interquartile range | 0.045465 |
Descriptive statistics
| Standard deviation | 0.13931 |
|---|---|
| Coef of variation | 1.6088 |
| Kurtosis | 9.7212 |
| Mean | 0.086588 |
| MAD | 0.07084 |
| Skewness | -0.090857 |
| Sum | 636.59 |
| Variance | 0.019406 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.1135726 | 2 | 0.0% | |
| 0.035617156 | 1 | 0.0% | |
| 0.07507476 | 1 | 0.0% | |
| 0.23865531 | 1 | 0.0% | |
| 0.084288019 | 1 | 0.0% | |
| 0.59487413 | 1 | 0.0% | |
| 0.087032144 | 1 | 0.0% | |
| 0.030459231 | 1 | 0.0% | |
| 0.085438257 | 1 | 0.0% | |
| 0.60210452 | 1 | 0.0% | |
| Other values (7341) | 7341 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.90285978 | 1 | 0.0% | |
| -0.85373664 | 1 | 0.0% | |
| -0.83573374 | 1 | 0.0% | |
| -0.82935879 | 1 | 0.0% | |
| -0.82023108 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.93735217 | 1 | 0.0% | |
| 0.94087021 | 1 | 0.0% | |
| 0.94395455 | 1 | 0.0% | |
| 0.96302381 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyGyro-min()-X
Numeric
| Distinct count | 5399 |
|---|---|
| Unique (%) | 73.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.6343 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0.14701 |
| Q1 | 0.46343 |
| Median | 0.77784 |
| Q3 | 0.83894 |
| 95-th percentile | 0.8459 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.3755 |
Descriptive statistics
| Standard deviation | 0.2551 |
|---|---|
| Coef of variation | 0.40217 |
| Kurtosis | 1.6263 |
| Mean | 0.6343 |
| MAD | 0.21389 |
| Skewness | -1.2813 |
| Sum | 4663.4 |
| Variance | 0.065075 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.35161668 | 2 | 0.0% | |
| 0.58278936 | 2 | 0.0% | |
| 0.81474303 | 2 | 0.0% | |
| 0.25500855 | 2 | 0.0% | |
| 0.82731158 | 2 | 0.0% | |
| 0.8432647 | 2 | 0.0% | |
| 0.44697248 | 2 | 0.0% | |
| 0.55934533 | 2 | 0.0% | |
| 0.83923216 | 2 | 0.0% | |
| 0.45911441 | 2 | 0.0% | |
| Other values (5389) | 7332 | 99.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.91630844 | 1 | 0.0% | |
| -0.67425414 | 2 | 0.0% | |
| -0.63459612 | 2 | 0.0% | |
| -0.61200302 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.92006218 | 1 | 0.0% | |
| 0.92808967 | 1 | 0.0% | |
| 0.93477573 | 1 | 0.0% | |
| 0.95921262 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyGyro-min()-Y
Numeric
| Distinct count | 5325 |
|---|---|
| Unique (%) | 72.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.73209 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0.33614 |
| Q1 | 0.59821 |
| Median | 0.85723 |
| Q3 | 0.90683 |
| 95-th percentile | 0.91442 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.30862 |
Descriptive statistics
| Standard deviation | 0.21775 |
|---|---|
| Coef of variation | 0.29743 |
| Kurtosis | 2.4438 |
| Mean | 0.73209 |
| MAD | 0.17969 |
| Skewness | -1.3876 |
| Sum | 5382.4 |
| Variance | 0.047414 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.91062389 | 3 | 0.0% | |
| 0.90706015 | 2 | 0.0% | |
| 0.41606964 | 2 | 0.0% | |
| 0.86875416 | 2 | 0.0% | |
| 0.90531217 | 2 | 0.0% | |
| 0.89226562 | 2 | 0.0% | |
| 0.91049634 | 2 | 0.0% | |
| 0.8823042 | 2 | 0.0% | |
| 0.90670118 | 2 | 0.0% | |
| 0.79203468 | 2 | 0.0% | |
| Other values (5315) | 7331 | 99.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.59054466 | 1 | 0.0% | |
| -0.51964743 | 2 | 0.0% | |
| -0.49360002 | 2 | 0.0% | |
| -0.41324095 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.95205529 | 1 | 0.0% | |
| 0.95725978 | 1 | 0.0% | |
| 0.96453728 | 1 | 0.0% | |
| 0.9683182 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyGyro-min()-Z
Numeric
| Distinct count | 5416 |
|---|---|
| Unique (%) | 73.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.56113 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0.018257 |
| Q1 | 0.3172 |
| Median | 0.74874 |
| Q3 | 0.82376 |
| 95-th percentile | 0.83149 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.50657 |
Descriptive statistics
| Standard deviation | 0.30872 |
|---|---|
| Coef of variation | 0.55017 |
| Kurtosis | 0.11582 |
| Mean | 0.56113 |
| MAD | 0.27197 |
| Skewness | -0.90214 |
| Sum | 4125.4 |
| Variance | 0.095307 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.82827682 | 4 | 0.1% | |
| 0.81751775 | 3 | 0.0% | |
| 0.8226643 | 2 | 0.0% | |
| 0.24137175 | 2 | 0.0% | |
| 0.82350342 | 2 | 0.0% | |
| -0.08426628 | 2 | 0.0% | |
| 0.81620617 | 2 | 0.0% | |
| 0.8281086 | 2 | 0.0% | |
| 0.82896569 | 2 | 0.0% | |
| 0.82478977 | 2 | 0.0% | |
| Other values (5406) | 7329 | 99.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 2 | 0.0% | |
| -0.89062668 | 2 | 0.0% | |
| -0.76666063 | 2 | 0.0% | |
| -0.70808653 | 2 | 0.0% | |
| -0.68819512 | 2 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.95401426 | 1 | 0.0% | |
| 0.96741492 | 1 | 0.0% | |
| 0.9687407 | 1 | 0.0% | |
| 0.97115289 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyGyro-sma()
Highly correlated
This variable is highly correlated with tBodyGyro-max()-Z and should be ignored for analysis
| Correlation | 0.90498 |
|---|
tBodyGyro-std()-X
Highly correlated
This variable is highly correlated with tBodyAccJerk-sma() and should be ignored for analysis
| Correlation | 0.90032 |
|---|
tBodyGyro-std()-Y
Highly correlated
This variable is highly correlated with tBodyAcc-max()-Z and should be ignored for analysis
| Correlation | 0.90529 |
|---|
tBodyGyro-std()-Z
Highly correlated
This variable is highly correlated with tBodyAccJerk-entropy()-Z and should be ignored for analysis
| Correlation | 0.91062 |
|---|
tBodyGyroJerk-arCoeff()-X,1
Highly correlated
This variable is highly correlated with tBodyGyro-arCoeff()-X,1 and should be ignored for analysis
| Correlation | 0.96771 |
|---|
tBodyGyroJerk-arCoeff()-X,2
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.034285 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.26342 |
| Q1 | -0.085557 |
| Median | 0.032014 |
| Q3 | 0.15027 |
| 95-th percentile | 0.34525 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.23582 |
Descriptive statistics
| Standard deviation | 0.18754 |
|---|---|
| Coef of variation | 5.4699 |
| Kurtosis | 0.79955 |
| Mean | 0.034285 |
| MAD | 0.14577 |
| Skewness | 0.021697 |
| Sum | 252.06 |
| Variance | 0.035169 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.09227145 | 1 | 0.0% | |
| 0.11675887 | 1 | 0.0% | |
| -0.017524006 | 1 | 0.0% | |
| 0.16071842 | 1 | 0.0% | |
| 0.2003626 | 1 | 0.0% | |
| 0.24810701 | 1 | 0.0% | |
| 0.022937572 | 1 | 0.0% | |
| -0.049492419 | 1 | 0.0% | |
| 0.1758958 | 1 | 0.0% | |
| 0.078114385 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.8680834 | 1 | 0.0% | |
| -0.84167275 | 1 | 0.0% | |
| -0.82402583 | 1 | 0.0% | |
| -0.785816 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.73171134 | 1 | 0.0% | |
| 0.7386579 | 1 | 0.0% | |
| 0.74148345 | 1 | 0.0% | |
| 0.97438255 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyGyroJerk-arCoeff()-X,3
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.16101 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.19702 |
| Q1 | 0.024209 |
| Median | 0.16625 |
| Q3 | 0.30444 |
| 95-th percentile | 0.50191 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.28023 |
Descriptive statistics
| Standard deviation | 0.21334 |
|---|---|
| Coef of variation | 1.325 |
| Kurtosis | 0.55901 |
| Mean | 0.16101 |
| MAD | 0.16777 |
| Skewness | -0.22243 |
| Sum | 1183.7 |
| Variance | 0.045513 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.45996685 | 1 | 0.0% | |
| -0.15487381 | 1 | 0.0% | |
| 0.44526903 | 1 | 0.0% | |
| 0.24596942 | 1 | 0.0% | |
| -0.15074173 | 1 | 0.0% | |
| -0.015265541 | 1 | 0.0% | |
| 0.3605902 | 1 | 0.0% | |
| 0.54617276 | 1 | 0.0% | |
| 0.24952043 | 1 | 0.0% | |
| 0.32397675 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.90167551 | 1 | 0.0% | |
| -0.89055152 | 1 | 0.0% | |
| -0.84107482 | 1 | 0.0% | |
| -0.71159059 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.87773456 | 1 | 0.0% | |
| 0.9074272 | 1 | 0.0% | |
| 0.91621402 | 1 | 0.0% | |
| 0.92807922 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyGyroJerk-arCoeff()-X,4
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.17358 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.17392 |
| Q1 | 0.041725 |
| Median | 0.18032 |
| Q3 | 0.31174 |
| 95-th percentile | 0.50041 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.27002 |
Descriptive statistics
| Standard deviation | 0.20598 |
|---|---|
| Coef of variation | 1.1866 |
| Kurtosis | 0.38895 |
| Mean | 0.17358 |
| MAD | 0.16333 |
| Skewness | -0.19794 |
| Sum | 1276.1 |
| Variance | 0.042426 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.32520617 | 1 | 0.0% | |
| 0.41255402 | 1 | 0.0% | |
| 0.41759 | 1 | 0.0% | |
| -0.12469288 | 1 | 0.0% | |
| 0.31511106 | 1 | 0.0% | |
| 0.41104919 | 1 | 0.0% | |
| 0.21679033 | 1 | 0.0% | |
| 0.094303309 | 1 | 0.0% | |
| 0.074959685 | 1 | 0.0% | |
| 0.42206437 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.6697742 | 1 | 0.0% | |
| -0.65863253 | 1 | 0.0% | |
| -0.65846039 | 1 | 0.0% | |
| -0.63420321 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.88508056 | 1 | 0.0% | |
| 0.93351933 | 1 | 0.0% | |
| 0.9509955 | 1 | 0.0% | |
| 0.95681413 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyGyroJerk-arCoeff()-Y,1
Highly correlated
This variable is highly correlated with tBodyGyro-arCoeff()-Y,1 and should be ignored for analysis
| Correlation | 0.95339 |
|---|
tBodyGyroJerk-arCoeff()-Y,2
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.19397 |
|---|---|
| Minimum | -1 |
| Maximum | 0.89745 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.075404 |
| Q1 | 0.087293 |
| Median | 0.19552 |
| Q3 | 0.29592 |
| 95-th percentile | 0.46973 |
| Maximum | 0.89745 |
| Range | 1.8974 |
| Interquartile range | 0.20863 |
Descriptive statistics
| Standard deviation | 0.16706 |
|---|---|
| Coef of variation | 0.86128 |
| Kurtosis | 1.2749 |
| Mean | 0.19397 |
| MAD | 0.12879 |
| Skewness | -0.05786 |
| Sum | 1426.1 |
| Variance | 0.02791 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.50395699 | 1 | 0.0% | |
| 0.067187968 | 1 | 0.0% | |
| 0.13320027 | 1 | 0.0% | |
| 0.13306285 | 1 | 0.0% | |
| 0.33446357 | 1 | 0.0% | |
| 0.42784757 | 1 | 0.0% | |
| -0.019458863 | 1 | 0.0% | |
| 0.051656656 | 1 | 0.0% | |
| 0.16024671 | 1 | 0.0% | |
| 0.21593367 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.71503655 | 1 | 0.0% | |
| -0.69100907 | 1 | 0.0% | |
| -0.68115677 | 1 | 0.0% | |
| -0.55162693 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.8349739 | 1 | 0.0% | |
| 0.84485651 | 1 | 0.0% | |
| 0.8922193 | 1 | 0.0% | |
| 0.89267545 | 1 | 0.0% | |
| 0.89744607 | 1 | 0.0% |
tBodyGyroJerk-arCoeff()-Y,3
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.085134 |
|---|---|
| Minimum | -0.7736 |
| Maximum | 0.99902 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -0.7736 |
|---|---|
| 5-th percentile | -0.24098 |
| Q1 | -0.039382 |
| Median | 0.093558 |
| Q3 | 0.21654 |
| 95-th percentile | 0.38923 |
| Maximum | 0.99902 |
| Range | 1.7726 |
| Interquartile range | 0.25592 |
Descriptive statistics
| Standard deviation | 0.1926 |
|---|---|
| Coef of variation | 2.2623 |
| Kurtosis | 0.39403 |
| Mean | 0.085134 |
| MAD | 0.1523 |
| Skewness | -0.20802 |
| Sum | 625.91 |
| Variance | 0.037094 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.010071474 | 1 | 0.0% | |
| 0.3029498 | 1 | 0.0% | |
| 0.3270392 | 1 | 0.0% | |
| -0.095616205 | 1 | 0.0% | |
| -0.08389186 | 1 | 0.0% | |
| -0.28596876 | 1 | 0.0% | |
| -0.11578491 | 1 | 0.0% | |
| 0.0067163653 | 1 | 0.0% | |
| 0.45849974 | 1 | 0.0% | |
| 0.30251727 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.77359738 | 1 | 0.0% | |
| -0.76520568 | 1 | 0.0% | |
| -0.73241686 | 1 | 0.0% | |
| -0.72037434 | 1 | 0.0% | |
| -0.69148708 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.71206521 | 1 | 0.0% | |
| 0.72371124 | 1 | 0.0% | |
| 0.74500873 | 1 | 0.0% | |
| 0.83542813 | 1 | 0.0% | |
| 0.99901522 | 1 | 0.0% |
tBodyGyroJerk-arCoeff()-Y,4
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.082763 |
|---|---|
| Minimum | -1 |
| Maximum | 0.92338 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.32177 |
| Q1 | -0.07789 |
| Median | 0.082571 |
| Q3 | 0.2472 |
| 95-th percentile | 0.47545 |
| Maximum | 0.92338 |
| Range | 1.9234 |
| Interquartile range | 0.32509 |
Descriptive statistics
| Standard deviation | 0.24271 |
|---|---|
| Coef of variation | 2.9326 |
| Kurtosis | 0.11139 |
| Mean | 0.082763 |
| MAD | 0.19303 |
| Skewness | -0.076433 |
| Sum | 608.48 |
| Variance | 0.05891 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.15181521 | 1 | 0.0% | |
| 0.032185016 | 1 | 0.0% | |
| -0.31909133 | 1 | 0.0% | |
| 0.21441441 | 1 | 0.0% | |
| 0.14323342 | 1 | 0.0% | |
| 0.32635845 | 1 | 0.0% | |
| 0.40270906 | 1 | 0.0% | |
| 0.46506838 | 1 | 0.0% | |
| 0.018245361 | 1 | 0.0% | |
| 0.45615292 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.86427659 | 1 | 0.0% | |
| -0.79282132 | 1 | 0.0% | |
| -0.78967109 | 1 | 0.0% | |
| -0.75113193 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.8423588 | 1 | 0.0% | |
| 0.84259966 | 1 | 0.0% | |
| 0.85403328 | 1 | 0.0% | |
| 0.85666476 | 1 | 0.0% | |
| 0.92337662 | 1 | 0.0% |
tBodyGyroJerk-arCoeff()-Z,1
Highly correlated
This variable is highly correlated with tBodyGyro-arCoeff()-Z,1 and should be ignored for analysis
| Correlation | 0.97056 |
|---|
tBodyGyroJerk-arCoeff()-Z,2
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.049382 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.31732 |
| Q1 | -0.11149 |
| Median | 0.03804 |
| Q3 | 0.20795 |
| 95-th percentile | 0.44069 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.31945 |
Descriptive statistics
| Standard deviation | 0.23514 |
|---|---|
| Coef of variation | 4.7616 |
| Kurtosis | 0.14617 |
| Mean | 0.049382 |
| MAD | 0.18816 |
| Skewness | 0.10073 |
| Sum | 363.06 |
| Variance | 0.05529 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.33204071 | 1 | 0.0% | |
| -0.27736887 | 1 | 0.0% | |
| -0.083490018 | 1 | 0.0% | |
| -0.020137676 | 1 | 0.0% | |
| -0.19127766 | 1 | 0.0% | |
| -0.042058802 | 1 | 0.0% | |
| -0.1426207 | 1 | 0.0% | |
| -0.27979894 | 1 | 0.0% | |
| 0.060613408 | 1 | 0.0% | |
| -0.19660316 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.96409909 | 1 | 0.0% | |
| -0.93703388 | 1 | 0.0% | |
| -0.82350023 | 1 | 0.0% | |
| -0.76554221 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.85323209 | 1 | 0.0% | |
| 0.87133978 | 1 | 0.0% | |
| 0.90017724 | 1 | 0.0% | |
| 0.96723121 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyGyroJerk-arCoeff()-Z,3
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.087252 |
|---|---|
| Minimum | -0.95389 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -0.95389 |
|---|---|
| 5-th percentile | -0.34624 |
| Q1 | -0.079789 |
| Median | 0.096571 |
| Q3 | 0.26611 |
| 95-th percentile | 0.47849 |
| Maximum | 1 |
| Range | 1.9539 |
| Interquartile range | 0.3459 |
Descriptive statistics
| Standard deviation | 0.25194 |
|---|---|
| Coef of variation | 2.8875 |
| Kurtosis | 0.078965 |
| Mean | 0.087252 |
| MAD | 0.20196 |
| Skewness | -0.25129 |
| Sum | 641.48 |
| Variance | 0.063474 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.081792393 | 1 | 0.0% | |
| -0.06476539 | 1 | 0.0% | |
| 0.5601189 | 1 | 0.0% | |
| 0.39831822 | 1 | 0.0% | |
| 0.011674647 | 1 | 0.0% | |
| -0.034707434 | 1 | 0.0% | |
| -0.14291736 | 1 | 0.0% | |
| 0.3249588 | 1 | 0.0% | |
| 0.30988257 | 1 | 0.0% | |
| -0.033505531 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.95389422 | 1 | 0.0% | |
| -0.90253669 | 1 | 0.0% | |
| -0.84843784 | 1 | 0.0% | |
| -0.84261538 | 1 | 0.0% | |
| -0.8350212 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.84043709 | 1 | 0.0% | |
| 0.85054593 | 1 | 0.0% | |
| 0.85580243 | 1 | 0.0% | |
| 0.97868551 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyGyroJerk-arCoeff()-Z,4
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.039749 |
|---|---|
| Minimum | -0.95449 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -0.95449 |
|---|---|
| 5-th percentile | -0.37038 |
| Q1 | -0.12632 |
| Median | 0.045868 |
| Q3 | 0.21012 |
| 95-th percentile | 0.42595 |
| Maximum | 1 |
| Range | 1.9545 |
| Interquartile range | 0.33645 |
Descriptive statistics
| Standard deviation | 0.2448 |
|---|---|
| Coef of variation | 6.1585 |
| Kurtosis | -0.036877 |
| Mean | 0.039749 |
| MAD | 0.19657 |
| Skewness | -0.13819 |
| Sum | 292.24 |
| Variance | 0.059926 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.15630031 | 1 | 0.0% | |
| 0.37072734 | 1 | 0.0% | |
| 0.070145951 | 1 | 0.0% | |
| 0.24220845 | 1 | 0.0% | |
| 0.27979161 | 1 | 0.0% | |
| -0.4705662 | 1 | 0.0% | |
| 0.40987778 | 1 | 0.0% | |
| 0.30567697 | 1 | 0.0% | |
| -0.27575875 | 1 | 0.0% | |
| -0.12216942 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.95448559 | 1 | 0.0% | |
| -0.86225398 | 1 | 0.0% | |
| -0.81891063 | 1 | 0.0% | |
| -0.8135559 | 1 | 0.0% | |
| -0.77639009 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.82461392 | 1 | 0.0% | |
| 0.83952325 | 1 | 0.0% | |
| 0.90262818 | 1 | 0.0% | |
| 0.90927686 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyGyroJerk-correlation()-X,Y
Numeric
| Distinct count | 7351 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.041499 |
|---|---|
| Minimum | -0.89527 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -0.89527 |
|---|---|
| 5-th percentile | -0.4055 |
| Q1 | -0.14674 |
| Median | 0.037775 |
| Q3 | 0.2253 |
| 95-th percentile | 0.5065 |
| Maximum | 1 |
| Range | 1.8953 |
| Interquartile range | 0.37205 |
Descriptive statistics
| Standard deviation | 0.27518 |
|---|---|
| Coef of variation | 6.6311 |
| Kurtosis | -0.095857 |
| Mean | 0.041499 |
| MAD | 0.21995 |
| Skewness | 0.0068342 |
| Sum | 305.1 |
| Variance | 0.075725 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.18485839 | 2 | 0.0% | |
| 0.70505254 | 1 | 0.0% | |
| 0.036036519 | 1 | 0.0% | |
| 0.46881958 | 1 | 0.0% | |
| 0.055572754 | 1 | 0.0% | |
| 0.064916272 | 1 | 0.0% | |
| 0.021268667 | 1 | 0.0% | |
| 0.29278739 | 1 | 0.0% | |
| -0.45063727 | 1 | 0.0% | |
| -0.28076119 | 1 | 0.0% | |
| Other values (7341) | 7341 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.8952687 | 1 | 0.0% | |
| -0.86422781 | 1 | 0.0% | |
| -0.85949665 | 1 | 0.0% | |
| -0.84374908 | 1 | 0.0% | |
| -0.8284832 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.85602782 | 1 | 0.0% | |
| 0.85630835 | 1 | 0.0% | |
| 0.86321098 | 1 | 0.0% | |
| 0.90373769 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyGyroJerk-correlation()-X,Z
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.049097 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.39295 |
| Q1 | -0.12026 |
| Median | 0.047809 |
| Q3 | 0.21571 |
| 95-th percentile | 0.49679 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.33598 |
Descriptive statistics
| Standard deviation | 0.26429 |
|---|---|
| Coef of variation | 5.3831 |
| Kurtosis | 0.13603 |
| Mean | 0.049097 |
| MAD | 0.20745 |
| Skewness | 0.068004 |
| Sum | 360.96 |
| Variance | 0.069851 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.3993716 | 1 | 0.0% | |
| 0.15785948 | 1 | 0.0% | |
| -0.2395796 | 1 | 0.0% | |
| 0.19478817 | 1 | 0.0% | |
| 0.077552997 | 1 | 0.0% | |
| 0.321485 | 1 | 0.0% | |
| -0.099793886 | 1 | 0.0% | |
| -0.38668962 | 1 | 0.0% | |
| 0.10062332 | 1 | 0.0% | |
| 0.021049488 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.87174176 | 1 | 0.0% | |
| -0.86713591 | 1 | 0.0% | |
| -0.81170947 | 1 | 0.0% | |
| -0.78001127 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.90760511 | 1 | 0.0% | |
| 0.91947172 | 1 | 0.0% | |
| 0.97078616 | 1 | 0.0% | |
| 0.97893775 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyGyroJerk-correlation()-Y,Z
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.12859 |
|---|---|
| Minimum | -1 |
| Maximum | 0.9968 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.5539 |
| Q1 | -0.30012 |
| Median | -0.13055 |
| Q3 | 0.035591 |
| 95-th percentile | 0.29464 |
| Maximum | 0.9968 |
| Range | 1.9968 |
| Interquartile range | 0.33571 |
Descriptive statistics
| Standard deviation | 0.25801 |
|---|---|
| Coef of variation | -2.0064 |
| Kurtosis | 0.29477 |
| Mean | -0.12859 |
| MAD | 0.20302 |
| Skewness | 0.07757 |
| Sum | -945.41 |
| Variance | 0.066569 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.28907368 | 1 | 0.0% | |
| 0.021141577 | 1 | 0.0% | |
| -0.5345112 | 1 | 0.0% | |
| -0.06864924 | 1 | 0.0% | |
| -0.14581439 | 1 | 0.0% | |
| -0.014443077 | 1 | 0.0% | |
| -0.132443 | 1 | 0.0% | |
| -0.22690644 | 1 | 0.0% | |
| -0.48739476 | 1 | 0.0% | |
| -0.15758781 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.995659 | 1 | 0.0% | |
| -0.97807342 | 1 | 0.0% | |
| -0.95638992 | 1 | 0.0% | |
| -0.93970076 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.87437972 | 1 | 0.0% | |
| 0.93295326 | 1 | 0.0% | |
| 0.93773508 | 1 | 0.0% | |
| 0.98582417 | 1 | 0.0% | |
| 0.99680328 | 1 | 0.0% |
tBodyGyroJerk-energy()-X
Highly correlated
This variable is highly correlated with tBodyGyroJerk-mad()-X and should be ignored for analysis
| Correlation | 0.91662 |
|---|
tBodyGyroJerk-energy()-Y
Numeric
| Distinct count | 6903 |
|---|---|
| Unique (%) | 93.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.93637 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.99999 |
| Q1 | -0.99996 |
| Median | -0.99909 |
| Q3 | -0.93057 |
| 95-th percentile | -0.71257 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.069386 |
Descriptive statistics
| Standard deviation | 0.14452 |
|---|---|
| Coef of variation | -0.15434 |
| Kurtosis | 33.504 |
| Mean | -0.93637 |
| MAD | 0.079943 |
| Skewness | 4.8856 |
| Sum | -6884.2 |
| Variance | 0.020885 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.99998802 | 5 | 0.1% | |
| -0.99998225 | 5 | 0.1% | |
| -0.99998972 | 4 | 0.1% | |
| -0.99998941 | 4 | 0.1% | |
| -0.99998929 | 4 | 0.1% | |
| -0.99998683 | 4 | 0.1% | |
| -0.99998838 | 4 | 0.1% | |
| -0.99992751 | 4 | 0.1% | |
| -0.99995113 | 4 | 0.1% | |
| -0.99998113 | 4 | 0.1% | |
| Other values (6893) | 7310 | 99.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.99999999 | 1 | 0.0% | |
| -0.99999989 | 1 | 0.0% | |
| -0.99999967 | 1 | 0.0% | |
| -0.9999994 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.48279051 | 1 | 0.0% | |
| 0.49450708 | 1 | 0.0% | |
| 0.62626737 | 1 | 0.0% | |
| 0.96613561 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyGyroJerk-energy()-Z
Highly correlated
This variable is highly correlated with tBodyGyroJerk-mad()-Z and should be ignored for analysis
| Correlation | 0.90419 |
|---|
tBodyGyroJerk-entropy()-X
Highly correlated
This variable is highly correlated with tBodyAccJerk-entropy()-Z and should be ignored for analysis
| Correlation | 0.949 |
|---|
tBodyGyroJerk-entropy()-Y
Highly correlated
This variable is highly correlated with tBodyGyroJerk-entropy()-X and should be ignored for analysis
| Correlation | 0.95878 |
|---|
tBodyGyroJerk-entropy()-Z
Highly correlated
This variable is highly correlated with tBodyGyroJerk-entropy()-Y and should be ignored for analysis
| Correlation | 0.95559 |
|---|
tBodyGyroJerk-iqr()-X
Highly correlated
This variable is highly correlated with tBodyGyroJerk-sma() and should be ignored for analysis
| Correlation | 0.93891 |
|---|
tBodyGyroJerk-iqr()-Y
Highly correlated
This variable is highly correlated with tBodyGyroJerk-sma() and should be ignored for analysis
| Correlation | 0.96398 |
|---|
tBodyGyroJerk-iqr()-Z
Highly correlated
This variable is highly correlated with tBodyGyroJerk-iqr()-X and should be ignored for analysis
| Correlation | 0.91644 |
|---|
tBodyGyroJerk-mad()-X
Highly correlated
This variable is highly correlated with tBodyGyroJerk-std()-Z and should be ignored for analysis
| Correlation | 0.92407 |
|---|
tBodyGyroJerk-mad()-Y
Highly correlated
This variable is highly correlated with tBodyGyroJerk-std()-Y and should be ignored for analysis
| Correlation | 0.99698 |
|---|
tBodyGyroJerk-mad()-Z
Highly correlated
This variable is highly correlated with tBodyGyroJerk-mad()-X and should be ignored for analysis
| Correlation | 0.92879 |
|---|
tBodyGyroJerk-max()-X
Highly correlated
This variable is highly correlated with tBodyGyroJerk-mad()-Z and should be ignored for analysis
| Correlation | 0.90283 |
|---|
tBodyGyroJerk-max()-Y
Highly correlated
This variable is highly correlated with tBodyGyroJerk-mad()-Y and should be ignored for analysis
| Correlation | 0.95576 |
|---|
tBodyGyroJerk-max()-Z
Highly correlated
This variable is highly correlated with tBodyGyroJerk-mad()-Z and should be ignored for analysis
| Correlation | 0.96209 |
|---|
tBodyGyroJerk-mean()-X
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.097885 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.30472 |
| Q1 | -0.11696 |
| Median | -0.098307 |
| Q3 | -0.080706 |
| 95-th percentile | 0.11852 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.036252 |
Descriptive statistics
| Standard deviation | 0.12752 |
|---|---|
| Coef of variation | -1.3027 |
| Kurtosis | 7.1318 |
| Mean | -0.097885 |
| MAD | 0.070048 |
| Skewness | 0.026628 |
| Sum | -719.65 |
| Variance | 0.01626 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.098316993 | 1 | 0.0% | |
| -0.097683784 | 1 | 0.0% | |
| -0.098247721 | 1 | 0.0% | |
| -0.099409494 | 1 | 0.0% | |
| -0.10088499 | 1 | 0.0% | |
| -0.09799605 | 1 | 0.0% | |
| -0.22589968 | 1 | 0.0% | |
| -0.072889858 | 1 | 0.0% | |
| 0.012487652 | 1 | 0.0% | |
| -0.098679036 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.96897595 | 1 | 0.0% | |
| -0.95914296 | 1 | 0.0% | |
| -0.87193864 | 1 | 0.0% | |
| -0.79429092 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.60412689 | 1 | 0.0% | |
| 0.69187887 | 1 | 0.0% | |
| 0.6947136 | 1 | 0.0% | |
| 0.69473717 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyGyroJerk-mean()-Y
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.04245 |
|---|---|
| Minimum | -1 |
| Maximum | 0.84803 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.23926 |
| Q1 | -0.059017 |
| Median | -0.040624 |
| Q3 | -0.025572 |
| 95-th percentile | 0.14849 |
| Maximum | 0.84803 |
| Range | 1.848 |
| Interquartile range | 0.033445 |
Descriptive statistics
| Standard deviation | 0.11703 |
|---|---|
| Coef of variation | -2.7568 |
| Kurtosis | 7.627 |
| Mean | -0.04245 |
| MAD | 0.063703 |
| Skewness | 0.083537 |
| Sum | -312.09 |
| Variance | 0.013695 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.036012911 | 1 | 0.0% | |
| -0.05407686 | 1 | 0.0% | |
| -0.15509903 | 1 | 0.0% | |
| 0.16062242 | 1 | 0.0% | |
| -0.017026472 | 1 | 0.0% | |
| -0.015192421 | 1 | 0.0% | |
| -0.042682868 | 1 | 0.0% | |
| -0.014079617 | 1 | 0.0% | |
| -0.042106189 | 1 | 0.0% | |
| -0.045355523 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.87106661 | 1 | 0.0% | |
| -0.8364198 | 1 | 0.0% | |
| -0.78104645 | 1 | 0.0% | |
| -0.71619003 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.64183158 | 1 | 0.0% | |
| 0.65512045 | 1 | 0.0% | |
| 0.72066535 | 1 | 0.0% | |
| 0.72987435 | 1 | 0.0% | |
| 0.84803136 | 1 | 0.0% |
tBodyGyroJerk-mean()-Z
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.054325 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.26956 |
| Q1 | -0.07837 |
| Median | -0.054584 |
| Q3 | -0.032429 |
| 95-th percentile | 0.15961 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.045941 |
Descriptive statistics
| Standard deviation | 0.1302 |
|---|---|
| Coef of variation | -2.3967 |
| Kurtosis | 6.9865 |
| Mean | -0.054325 |
| MAD | 0.072909 |
| Skewness | 0.15624 |
| Sum | -399.4 |
| Variance | 0.016952 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.097901686 | 1 | 0.0% | |
| 0.19241669 | 1 | 0.0% | |
| 0.22440478 | 1 | 0.0% | |
| -0.3031455 | 1 | 0.0% | |
| 0.28774216 | 1 | 0.0% | |
| -0.0099663082 | 1 | 0.0% | |
| 0.15757255 | 1 | 0.0% | |
| -0.055644936 | 1 | 0.0% | |
| -0.014713616 | 1 | 0.0% | |
| -0.05484063 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.82152497 | 1 | 0.0% | |
| -0.81632111 | 1 | 0.0% | |
| -0.81442675 | 1 | 0.0% | |
| -0.74947975 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.78568671 | 1 | 0.0% | |
| 0.82716746 | 1 | 0.0% | |
| 0.86977548 | 1 | 0.0% | |
| 0.87958466 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyGyroJerk-min()-X
Numeric
| Distinct count | 5272 |
|---|---|
| Unique (%) | 71.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.75957 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0.23443 |
| Q1 | 0.55871 |
| Median | 0.94201 |
| Q3 | 0.99136 |
| 95-th percentile | 0.9976 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.43265 |
Descriptive statistics
| Standard deviation | 0.28538 |
|---|---|
| Coef of variation | 0.37572 |
| Kurtosis | 1.5597 |
| Mean | 0.75957 |
| MAD | 0.24252 |
| Skewness | -1.2176 |
| Sum | 5584.4 |
| Variance | 0.081444 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -1.0 | 2 | 0.0% | |
| 0.040077166 | 2 | 0.0% | |
| 0.82673408 | 2 | 0.0% | |
| 0.49372827 | 2 | 0.0% | |
| 0.34660677 | 2 | 0.0% | |
| 0.74534191 | 2 | 0.0% | |
| 0.44477789 | 2 | 0.0% | |
| 0.67339015 | 2 | 0.0% | |
| 0.97947863 | 2 | 0.0% | |
| 0.43036188 | 2 | 0.0% | |
| Other values (5262) | 7332 | 99.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 2 | 0.0% | |
| -0.91840454 | 2 | 0.0% | |
| -0.82806069 | 2 | 0.0% | |
| -0.75428239 | 2 | 0.0% | |
| -0.52051962 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.99961368 | 1 | 0.0% | |
| 0.99961458 | 1 | 0.0% | |
| 0.99990761 | 1 | 0.0% | |
| 0.99992843 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyGyroJerk-min()-Y
Highly correlated
This variable is highly correlated with tBodyGyro-min()-Y and should be ignored for analysis
| Correlation | 0.90514 |
|---|
tBodyGyroJerk-min()-Z
Numeric
| Distinct count | 5276 |
|---|---|
| Unique (%) | 71.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.80075 |
|---|---|
| Minimum | -0.75979 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -0.75979 |
|---|---|
| 5-th percentile | 0.34454 |
| Q1 | 0.64639 |
| Median | 0.96089 |
| Q3 | 0.99426 |
| 95-th percentile | 0.99764 |
| Maximum | 1 |
| Range | 1.7598 |
| Interquartile range | 0.34787 |
Descriptive statistics
| Standard deviation | 0.25146 |
|---|---|
| Coef of variation | 0.31403 |
| Kurtosis | 3.1929 |
| Mean | 0.80075 |
| MAD | 0.2056 |
| Skewness | -1.5517 |
| Sum | 5887.1 |
| Variance | 0.063232 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.99536322 | 3 | 0.0% | |
| 0.69804055 | 2 | 0.0% | |
| 0.99548654 | 2 | 0.0% | |
| 0.65535552 | 2 | 0.0% | |
| 0.50385506 | 2 | 0.0% | |
| 0.49328561 | 2 | 0.0% | |
| 0.99534907 | 2 | 0.0% | |
| 0.99288111 | 2 | 0.0% | |
| 0.99781668 | 2 | 0.0% | |
| 0.97836825 | 2 | 0.0% | |
| Other values (5266) | 7331 | 99.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.7597897 | 1 | 0.0% | |
| -0.74545792 | 2 | 0.0% | |
| -0.73682447 | 2 | 0.0% | |
| -0.72099913 | 2 | 0.0% | |
| -0.62452741 | 2 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.99941542 | 2 | 0.0% | |
| 0.99978721 | 1 | 0.0% | |
| 0.99979701 | 1 | 0.0% | |
| 0.99999681 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyGyroJerk-sma()
Highly correlated
This variable is highly correlated with tBodyGyroJerk-max()-Z and should be ignored for analysis
| Correlation | 0.91723 |
|---|
tBodyGyroJerk-std()-X
Highly correlated
This variable is highly correlated with tBodyGyro-mad()-X and should be ignored for analysis
| Correlation | 0.90345 |
|---|
tBodyGyroJerk-std()-Y
Highly correlated
This variable is highly correlated with tBodyGyro-max()-Y and should be ignored for analysis
| Correlation | 0.92889 |
|---|
tBodyGyroJerk-std()-Z
Highly correlated
This variable is highly correlated with tBodyGyroJerk-std()-X and should be ignored for analysis
| Correlation | 0.92367 |
|---|
tBodyGyroJerkMag-arCoeff()1
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.27967 |
|---|---|
| Minimum | -1 |
| Maximum | 0.99282 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.14628 |
| Q1 | 0.13048 |
| Median | 0.2947 |
| Q3 | 0.44931 |
| 95-th percentile | 0.64877 |
| Maximum | 0.99282 |
| Range | 1.9928 |
| Interquartile range | 0.31883 |
Descriptive statistics
| Standard deviation | 0.24275 |
|---|---|
| Coef of variation | 0.868 |
| Kurtosis | 0.49245 |
| Mean | 0.27967 |
| MAD | 0.19134 |
| Skewness | -0.43685 |
| Sum | 2056.1 |
| Variance | 0.058928 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.15367501 | 1 | 0.0% | |
| 0.54729262 | 1 | 0.0% | |
| 0.03465752 | 1 | 0.0% | |
| 0.61746083 | 1 | 0.0% | |
| 0.55133915 | 1 | 0.0% | |
| 0.25682949 | 1 | 0.0% | |
| 0.22997359 | 1 | 0.0% | |
| 0.34104657 | 1 | 0.0% | |
| 0.20797996 | 1 | 0.0% | |
| 0.079847271 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.91866023 | 1 | 0.0% | |
| -0.8324771 | 1 | 0.0% | |
| -0.74577641 | 1 | 0.0% | |
| -0.73893781 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.91993142 | 1 | 0.0% | |
| 0.92467379 | 1 | 0.0% | |
| 0.9345143 | 1 | 0.0% | |
| 0.97086476 | 1 | 0.0% | |
| 0.99282314 | 1 | 0.0% |
tBodyGyroJerkMag-arCoeff()2
Numeric
| Distinct count | 7351 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.22237 |
|---|---|
| Minimum | -0.99766 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -0.99766 |
|---|---|
| 5-th percentile | -0.54688 |
| Q1 | -0.36856 |
| Median | -0.23045 |
| Q3 | -0.093201 |
| 95-th percentile | 0.13933 |
| Maximum | 1 |
| Range | 1.9977 |
| Interquartile range | 0.27536 |
Descriptive statistics
| Standard deviation | 0.21094 |
|---|---|
| Coef of variation | -0.94856 |
| Kurtosis | 0.57141 |
| Mean | -0.22237 |
| MAD | 0.16619 |
| Skewness | 0.35793 |
| Sum | -1634.9 |
| Variance | 0.044494 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.13289819 | 2 | 0.0% | |
| -0.45696556 | 1 | 0.0% | |
| -0.1413844 | 1 | 0.0% | |
| -0.52755995 | 1 | 0.0% | |
| -0.15454214 | 1 | 0.0% | |
| 0.16702764 | 1 | 0.0% | |
| -0.29617292 | 1 | 0.0% | |
| 0.18499213 | 1 | 0.0% | |
| -0.22974759 | 1 | 0.0% | |
| 0.07660552 | 1 | 0.0% | |
| Other values (7341) | 7341 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.99766425 | 1 | 0.0% | |
| -0.87819205 | 1 | 0.0% | |
| -0.87702506 | 1 | 0.0% | |
| -0.86583023 | 1 | 0.0% | |
| -0.85818576 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.69603137 | 1 | 0.0% | |
| 0.71213921 | 1 | 0.0% | |
| 0.77019832 | 1 | 0.0% | |
| 0.92181578 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyGyroJerkMag-arCoeff()3
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.048592 |
|---|---|
| Minimum | -1 |
| Maximum | 0.88034 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.41838 |
| Q1 | -0.19131 |
| Median | -0.047447 |
| Q3 | 0.096195 |
| 95-th percentile | 0.31616 |
| Maximum | 0.88034 |
| Range | 1.8803 |
| Interquartile range | 0.28751 |
Descriptive statistics
| Standard deviation | 0.22575 |
|---|---|
| Coef of variation | -4.6459 |
| Kurtosis | 0.54762 |
| Mean | -0.048592 |
| MAD | 0.17614 |
| Skewness | -0.023219 |
| Sum | -357.25 |
| Variance | 0.050965 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.056507587 | 1 | 0.0% | |
| -0.061339668 | 1 | 0.0% | |
| -0.13474224 | 1 | 0.0% | |
| -0.33917661 | 1 | 0.0% | |
| -0.32255549 | 1 | 0.0% | |
| 0.077319233 | 1 | 0.0% | |
| 0.12874839 | 1 | 0.0% | |
| 0.041840911 | 1 | 0.0% | |
| -0.31879528 | 1 | 0.0% | |
| -0.15904909 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.88507433 | 1 | 0.0% | |
| -0.88235754 | 1 | 0.0% | |
| -0.85943701 | 1 | 0.0% | |
| -0.85242917 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.80048719 | 1 | 0.0% | |
| 0.81320515 | 1 | 0.0% | |
| 0.83551594 | 1 | 0.0% | |
| 0.86475315 | 1 | 0.0% | |
| 0.88033546 | 1 | 0.0% |
tBodyGyroJerkMag-arCoeff()4
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.11649 |
|---|---|
| Minimum | -1 |
| Maximum | 0.83673 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.49524 |
| Q1 | -0.28504 |
| Median | -0.12881 |
| Q3 | 0.041017 |
| 95-th percentile | 0.3089 |
| Maximum | 0.83673 |
| Range | 1.8367 |
| Interquartile range | 0.32605 |
Descriptive statistics
| Standard deviation | 0.24513 |
|---|---|
| Coef of variation | -2.1043 |
| Kurtosis | 0.13004 |
| Mean | -0.11649 |
| MAD | 0.19448 |
| Skewness | 0.26674 |
| Sum | -856.42 |
| Variance | 0.060089 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.16234249 | 1 | 0.0% | |
| -0.24370079 | 1 | 0.0% | |
| -0.028695091 | 1 | 0.0% | |
| 0.14162905 | 1 | 0.0% | |
| -0.28090988 | 1 | 0.0% | |
| -0.44274078 | 1 | 0.0% | |
| -0.0099749391 | 1 | 0.0% | |
| 0.074764949 | 1 | 0.0% | |
| 0.039284006 | 1 | 0.0% | |
| -0.17538554 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.95723203 | 1 | 0.0% | |
| -0.93717726 | 1 | 0.0% | |
| -0.92222416 | 1 | 0.0% | |
| -0.89419283 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.74889677 | 1 | 0.0% | |
| 0.76366485 | 1 | 0.0% | |
| 0.76522766 | 1 | 0.0% | |
| 0.81606465 | 1 | 0.0% | |
| 0.83672766 | 1 | 0.0% |
tBodyGyroJerkMag-energy()
Highly correlated
This variable is highly correlated with tBodyGyroJerkMag-max() and should be ignored for analysis
| Correlation | 0.9139 |
|---|
tBodyGyroJerkMag-entropy()
Highly correlated
This variable is highly correlated with tBodyGyroMag-sma() and should be ignored for analysis
| Correlation | 0.90115 |
|---|
tBodyGyroJerkMag-iqr()
Highly correlated
This variable is highly correlated with tBodyGyroJerkMag-sma() and should be ignored for analysis
| Correlation | 0.98525 |
|---|
tBodyGyroJerkMag-mad()
Highly correlated
This variable is highly correlated with tBodyGyroJerkMag-std() and should be ignored for analysis
| Correlation | 0.99679 |
|---|
tBodyGyroJerkMag-max()
Highly correlated
This variable is highly correlated with tBodyGyroJerkMag-mad() and should be ignored for analysis
| Correlation | 0.97828 |
|---|
tBodyGyroJerkMag-mean()
Highly correlated
This variable is highly correlated with tBodyGyroMag-sma() and should be ignored for analysis
| Correlation | 0.91651 |
|---|
tBodyGyroJerkMag-min()
Numeric
| Distinct count | 5163 |
|---|---|
| Unique (%) | 70.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.80229 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.99536 |
| Q1 | -0.99054 |
| Median | -0.97396 |
| Q3 | -0.63826 |
| 95-th percentile | -0.30714 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.35228 |
Descriptive statistics
| Standard deviation | 0.25301 |
|---|---|
| Coef of variation | -0.31537 |
| Kurtosis | 2.0758 |
| Mean | -0.80229 |
| MAD | 0.20924 |
| Skewness | 1.4199 |
| Sum | -5898.4 |
| Variance | 0.064016 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.98864441 | 4 | 0.1% | |
| -0.65034806 | 2 | 0.0% | |
| -0.98660109 | 2 | 0.0% | |
| -0.99610119 | 2 | 0.0% | |
| -0.97911616 | 2 | 0.0% | |
| -0.9912236 | 2 | 0.0% | |
| -0.7657408 | 2 | 0.0% | |
| -0.97247987 | 2 | 0.0% | |
| -0.98858195 | 2 | 0.0% | |
| -0.99338821 | 2 | 0.0% | |
| Other values (5153) | 7330 | 99.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 2 | 0.0% | |
| -0.99889684 | 2 | 0.0% | |
| -0.99883241 | 2 | 0.0% | |
| -0.99878444 | 1 | 0.0% | |
| -0.99874343 | 2 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.49099728 | 1 | 0.0% | |
| 0.52618992 | 1 | 0.0% | |
| 0.54384294 | 1 | 0.0% | |
| 0.80365169 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyGyroJerkMag-sma()
Highly correlated
This variable is highly correlated with tBodyGyroJerkMag-max() and should be ignored for analysis
| Correlation | 0.95486 |
|---|
tBodyGyroJerkMag-std()
Highly correlated
This variable is highly correlated with tBodyGyroJerkMag-mean() and should be ignored for analysis
| Correlation | 0.97296 |
|---|
tBodyGyroMag-arCoeff()1
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.029993 |
|---|---|
| Minimum | -1 |
| Maximum | 0.99352 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.52531 |
| Q1 | -0.24032 |
| Median | -0.035952 |
| Q3 | 0.17767 |
| 95-th percentile | 0.48198 |
| Maximum | 0.99352 |
| Range | 1.9935 |
| Interquartile range | 0.41799 |
Descriptive statistics
| Standard deviation | 0.30454 |
|---|---|
| Coef of variation | -10.154 |
| Kurtosis | -0.25352 |
| Mean | -0.029993 |
| MAD | 0.24552 |
| Skewness | 0.077054 |
| Sum | -220.51 |
| Variance | 0.092746 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.45899276 | 1 | 0.0% | |
| -0.04232092 | 1 | 0.0% | |
| 0.10963971 | 1 | 0.0% | |
| -0.1625018 | 1 | 0.0% | |
| 0.15325246 | 1 | 0.0% | |
| 0.47744335 | 1 | 0.0% | |
| 0.36224305 | 1 | 0.0% | |
| -0.30841928 | 1 | 0.0% | |
| 0.34947697 | 1 | 0.0% | |
| -0.19295283 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.93327199 | 1 | 0.0% | |
| -0.89391255 | 1 | 0.0% | |
| -0.88122575 | 1 | 0.0% | |
| -0.88015877 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.91687318 | 1 | 0.0% | |
| 0.94481272 | 1 | 0.0% | |
| 0.96771897 | 1 | 0.0% | |
| 0.97473362 | 1 | 0.0% | |
| 0.99352363 | 1 | 0.0% |
tBodyGyroMag-arCoeff()2
Numeric
| Distinct count | 7351 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.066624 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.5004 |
| Q1 | -0.25533 |
| Median | -0.075826 |
| Q3 | 0.11094 |
| 95-th percentile | 0.40109 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.36627 |
Descriptive statistics
| Standard deviation | 0.27301 |
|---|---|
| Coef of variation | -4.0978 |
| Kurtosis | 0.044432 |
| Mean | -0.066624 |
| MAD | 0.21752 |
| Skewness | 0.2025 |
| Sum | -489.82 |
| Variance | 0.074537 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.01878951 | 2 | 0.0% | |
| -0.25391184 | 1 | 0.0% | |
| 0.32498096 | 1 | 0.0% | |
| -0.13154019 | 1 | 0.0% | |
| 0.0039972299 | 1 | 0.0% | |
| -0.25195625 | 1 | 0.0% | |
| -0.28487249 | 1 | 0.0% | |
| -0.3562128 | 1 | 0.0% | |
| 0.015664116 | 1 | 0.0% | |
| 0.062971633 | 1 | 0.0% | |
| Other values (7341) | 7341 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.94400502 | 1 | 0.0% | |
| -0.879145 | 1 | 0.0% | |
| -0.8756139 | 1 | 0.0% | |
| -0.87248846 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.83123021 | 1 | 0.0% | |
| 0.84116054 | 1 | 0.0% | |
| 0.90589204 | 1 | 0.0% | |
| 0.94689623 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyGyroMag-arCoeff()3
Numeric
| Distinct count | 7351 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.11154 |
|---|---|
| Minimum | -0.89991 |
| Maximum | 0.99463 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -0.89991 |
|---|---|
| 5-th percentile | -0.30357 |
| Q1 | -0.051424 |
| Median | 0.11513 |
| Q3 | 0.27841 |
| 95-th percentile | 0.51585 |
| Maximum | 0.99463 |
| Range | 1.8945 |
| Interquartile range | 0.32984 |
Descriptive statistics
| Standard deviation | 0.25013 |
|---|---|
| Coef of variation | 2.2424 |
| Kurtosis | 0.2941 |
| Mean | 0.11154 |
| MAD | 0.1973 |
| Skewness | -0.14261 |
| Sum | 820.06 |
| Variance | 0.062563 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.20958081 | 2 | 0.0% | |
| -0.05785211 | 1 | 0.0% | |
| 0.44843659 | 1 | 0.0% | |
| 0.058746485 | 1 | 0.0% | |
| 0.032845808 | 1 | 0.0% | |
| 0.06571636 | 1 | 0.0% | |
| 0.15510608 | 1 | 0.0% | |
| -0.11356513 | 1 | 0.0% | |
| 0.26189795 | 1 | 0.0% | |
| -0.085854133 | 1 | 0.0% | |
| Other values (7341) | 7341 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.89991431 | 1 | 0.0% | |
| -0.81655162 | 1 | 0.0% | |
| -0.81608872 | 1 | 0.0% | |
| -0.79055782 | 1 | 0.0% | |
| -0.78740198 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.89917008 | 1 | 0.0% | |
| 0.90646838 | 1 | 0.0% | |
| 0.91664762 | 1 | 0.0% | |
| 0.94999718 | 1 | 0.0% | |
| 0.99462757 | 1 | 0.0% |
tBodyGyroMag-arCoeff()4
Numeric
| Distinct count | 7351 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.058711 |
|---|---|
| Minimum | -0.99742 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -0.99742 |
|---|---|
| 5-th percentile | -0.46342 |
| Q1 | -0.21943 |
| Median | -0.061004 |
| Q3 | 0.10424 |
| 95-th percentile | 0.33848 |
| Maximum | 1 |
| Range | 1.9974 |
| Interquartile range | 0.32367 |
Descriptive statistics
| Standard deviation | 0.24562 |
|---|---|
| Coef of variation | -4.1836 |
| Kurtosis | 0.18267 |
| Mean | -0.058711 |
| MAD | 0.19396 |
| Skewness | 0.0078819 |
| Sum | -431.64 |
| Variance | 0.06033 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.2010921 | 2 | 0.0% | |
| -0.51957425 | 1 | 0.0% | |
| 0.12650413 | 1 | 0.0% | |
| -0.10979859 | 1 | 0.0% | |
| -0.059885392 | 1 | 0.0% | |
| -0.13009969 | 1 | 0.0% | |
| 0.33866997 | 1 | 0.0% | |
| -0.080189392 | 1 | 0.0% | |
| -0.25004267 | 1 | 0.0% | |
| 0.45006808 | 1 | 0.0% | |
| Other values (7341) | 7341 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.99742291 | 1 | 0.0% | |
| -0.89053391 | 1 | 0.0% | |
| -0.8607347 | 1 | 0.0% | |
| -0.84415387 | 1 | 0.0% | |
| -0.84027629 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.76245266 | 1 | 0.0% | |
| 0.76246809 | 1 | 0.0% | |
| 0.76914668 | 1 | 0.0% | |
| 0.84991442 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyGyroMag-energy()
Highly correlated
This variable is highly correlated with tBodyGyroMag-sma() and should be ignored for analysis
| Correlation | 0.94339 |
|---|
tBodyGyroMag-entropy()
Numeric
| Distinct count | 6243 |
|---|---|
| Unique (%) | 84.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.21005 |
|---|---|
| Minimum | -1 |
| Maximum | 0.99264 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.6115 |
| Q1 | -0.19164 |
| Median | 0.25919 |
| Q3 | 0.63547 |
| 95-th percentile | 0.88996 |
| Maximum | 0.99264 |
| Range | 1.9926 |
| Interquartile range | 0.82711 |
Descriptive statistics
| Standard deviation | 0.48646 |
|---|---|
| Coef of variation | 2.3159 |
| Kurtosis | -1.0457 |
| Mean | 0.21005 |
| MAD | 0.41893 |
| Skewness | -0.28689 |
| Sum | 1544.3 |
| Variance | 0.23665 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.96489935 | 8 | 0.1% | |
| 0.93852253 | 8 | 0.1% | |
| 0.91423951 | 7 | 0.1% | |
| 0.91497359 | 7 | 0.1% | |
| 0.92397441 | 6 | 0.1% | |
| 0.87122076 | 6 | 0.1% | |
| 0.90314489 | 6 | 0.1% | |
| 0.83160351 | 6 | 0.1% | |
| 0.92533412 | 6 | 0.1% | |
| 0.88022158 | 6 | 0.1% | |
| Other values (6233) | 7286 | 99.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 2 | 0.0% | |
| -0.93238606 | 1 | 0.0% | |
| -0.91502316 | 1 | 0.0% | |
| -0.91139062 | 1 | 0.0% | |
| -0.90959395 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.97735368 | 1 | 0.0% | |
| 0.98018156 | 1 | 0.0% | |
| 0.98471779 | 1 | 0.0% | |
| 0.98681159 | 1 | 0.0% | |
| 0.99263589 | 1 | 0.0% |
tBodyGyroMag-iqr()
Highly correlated
This variable is highly correlated with tBodyGyroMag-energy() and should be ignored for analysis
| Correlation | 0.92898 |
|---|
tBodyGyroMag-mad()
Highly correlated
This variable is highly correlated with tBodyGyroMag-std() and should be ignored for analysis
| Correlation | 0.99681 |
|---|
tBodyGyroMag-max()
Highly correlated
This variable is highly correlated with tBodyGyroMag-mad() and should be ignored for analysis
| Correlation | 0.97415 |
|---|
tBodyGyroMag-mean()
Highly correlated
This variable is highly correlated with tBodyAccJerkMag-entropy() and should be ignored for analysis
| Correlation | 0.93803 |
|---|
tBodyGyroMag-min()
Numeric
| Distinct count | 5296 |
|---|---|
| Unique (%) | 72.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.73498 |
|---|---|
| Minimum | -0.99984 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -0.99984 |
|---|---|
| 5-th percentile | -0.99689 |
| Q1 | -0.98924 |
| Median | -0.89942 |
| Q3 | -0.53488 |
| 95-th percentile | -0.14964 |
| Maximum | 1 |
| Range | 1.9998 |
| Interquartile range | 0.45436 |
Descriptive statistics
| Standard deviation | 0.30989 |
|---|---|
| Coef of variation | -0.42163 |
| Kurtosis | 1.0487 |
| Mean | -0.73498 |
| MAD | 0.25925 |
| Skewness | 1.1911 |
| Sum | -5403.6 |
| Variance | 0.09603 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.99639989 | 2 | 0.0% | |
| -0.9825944 | 2 | 0.0% | |
| -0.56134425 | 2 | 0.0% | |
| -0.5934478 | 2 | 0.0% | |
| -0.61601679 | 2 | 0.0% | |
| -0.84721864 | 2 | 0.0% | |
| -0.99115966 | 2 | 0.0% | |
| -0.99219713 | 2 | 0.0% | |
| -0.98051063 | 2 | 0.0% | |
| -0.99884016 | 2 | 0.0% | |
| Other values (5286) | 7332 | 99.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.99983528 | 2 | 0.0% | |
| -0.99972984 | 2 | 0.0% | |
| -0.99959104 | 2 | 0.0% | |
| -0.99957154 | 2 | 0.0% | |
| -0.99954487 | 2 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.67417045 | 1 | 0.0% | |
| 0.70314361 | 1 | 0.0% | |
| 0.74830653 | 1 | 0.0% | |
| 0.75117574 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tBodyGyroMag-sma()
Highly correlated
This variable is highly correlated with tBodyGyroMag-max() and should be ignored for analysis
| Correlation | 0.95953 |
|---|
tBodyGyroMag-std()
Highly correlated
This variable is highly correlated with tBodyGyroMag-mean() and should be ignored for analysis
| Correlation | 0.9639 |
|---|
tGravityAcc-arCoeff()-X,1
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.51577 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.88042 |
| Q1 | -0.65968 |
| Median | -0.52155 |
| Q3 | -0.37844 |
| 95-th percentile | -0.16434 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.28124 |
Descriptive statistics
| Standard deviation | 0.21362 |
|---|---|
| Coef of variation | -0.41417 |
| Kurtosis | 0.75579 |
| Mean | -0.51577 |
| MAD | 0.16869 |
| Skewness | 0.30642 |
| Sum | -3791.9 |
| Variance | 0.045633 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.81057418 | 1 | 0.0% | |
| -0.48223497 | 1 | 0.0% | |
| -0.36937121 | 1 | 0.0% | |
| -0.48121634 | 1 | 0.0% | |
| -0.72046491 | 1 | 0.0% | |
| -0.64228057 | 1 | 0.0% | |
| -0.39320856 | 1 | 0.0% | |
| -0.56977631 | 1 | 0.0% | |
| -0.15110978 | 1 | 0.0% | |
| -0.61889366 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.9991975 | 1 | 0.0% | |
| -0.9982844 | 1 | 0.0% | |
| -0.9950956 | 1 | 0.0% | |
| -0.99491324 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.41226417 | 1 | 0.0% | |
| 0.4211849 | 1 | 0.0% | |
| 0.44855091 | 1 | 0.0% | |
| 0.83079744 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tGravityAcc-arCoeff()-X,2
Numeric
| Distinct count | 7351 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.55318 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0.19987 |
| Q1 | 0.41403 |
| Median | 0.56511 |
| Q3 | 0.7026 |
| 95-th percentile | 0.88393 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.28858 |
Descriptive statistics
| Standard deviation | 0.20775 |
|---|---|
| Coef of variation | 0.37555 |
| Kurtosis | 0.69102 |
| Mean | 0.55318 |
| MAD | 0.16672 |
| Skewness | -0.4097 |
| Sum | 4067 |
| Variance | 0.043158 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.66198668 | 2 | 0.0% | |
| 0.48760944 | 1 | 0.0% | |
| 0.30301864 | 1 | 0.0% | |
| 0.50149374 | 1 | 0.0% | |
| 0.59571574 | 1 | 0.0% | |
| 0.38372707 | 1 | 0.0% | |
| 0.7986448 | 1 | 0.0% | |
| 0.52330169 | 1 | 0.0% | |
| 0.97194969 | 1 | 0.0% | |
| 0.94452002 | 1 | 0.0% | |
| Other values (7341) | 7341 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.83483129 | 1 | 0.0% | |
| -0.36435272 | 1 | 0.0% | |
| -0.33950724 | 1 | 0.0% | |
| -0.31434111 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.99498764 | 1 | 0.0% | |
| 0.99511116 | 1 | 0.0% | |
| 0.99787884 | 1 | 0.0% | |
| 0.99979836 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tGravityAcc-arCoeff()-X,3
Highly correlated
This variable is highly correlated with tGravityAcc-arCoeff()-X,1 and should be ignored for analysis
| Correlation | 0.95843 |
|---|
tGravityAcc-arCoeff()-X,4
Highly correlated
This variable is highly correlated with tGravityAcc-arCoeff()-X,2 and should be ignored for analysis
| Correlation | 0.95864 |
|---|
tGravityAcc-arCoeff()-Y,1
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.34533 |
|---|---|
| Minimum | -1 |
| Maximum | 0.81317 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.85836 |
| Q1 | -0.5415 |
| Median | -0.34235 |
| Q3 | -0.14678 |
| 95-th percentile | 0.12924 |
| Maximum | 0.81317 |
| Range | 1.8132 |
| Interquartile range | 0.39472 |
Descriptive statistics
| Standard deviation | 0.29271 |
|---|---|
| Coef of variation | -0.84762 |
| Kurtosis | -0.15566 |
| Mean | -0.34533 |
| MAD | 0.2344 |
| Skewness | 0.05115 |
| Sum | -2538.9 |
| Variance | 0.085678 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.64256028 | 1 | 0.0% | |
| -0.082631187 | 1 | 0.0% | |
| -0.53609327 | 1 | 0.0% | |
| 0.030464595 | 1 | 0.0% | |
| -0.71072886 | 1 | 0.0% | |
| -0.48800709 | 1 | 0.0% | |
| -0.17898992 | 1 | 0.0% | |
| -0.63676875 | 1 | 0.0% | |
| -0.09038373 | 1 | 0.0% | |
| -0.11964549 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.99668387 | 1 | 0.0% | |
| -0.99557961 | 1 | 0.0% | |
| -0.99534725 | 1 | 0.0% | |
| -0.99459073 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.67748025 | 1 | 0.0% | |
| 0.73275613 | 1 | 0.0% | |
| 0.78564972 | 1 | 0.0% | |
| 0.80055624 | 1 | 0.0% | |
| 0.81316975 | 1 | 0.0% |
tGravityAcc-arCoeff()-Y,2
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.33094 |
|---|---|
| Minimum | -0.95417 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -0.95417 |
|---|---|
| 5-th percentile | -0.14778 |
| Q1 | 0.127 |
| Median | 0.32733 |
| Q3 | 0.5316 |
| 95-th percentile | 0.85203 |
| Maximum | 1 |
| Range | 1.9542 |
| Interquartile range | 0.4046 |
Descriptive statistics
| Standard deviation | 0.29913 |
|---|---|
| Coef of variation | 0.90387 |
| Kurtosis | -0.052187 |
| Mean | 0.33094 |
| MAD | 0.23901 |
| Skewness | -0.086167 |
| Sum | 2433.1 |
| Variance | 0.089479 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.25487561 | 1 | 0.0% | |
| 0.09815634 | 1 | 0.0% | |
| -0.21643981 | 1 | 0.0% | |
| 0.15972211 | 1 | 0.0% | |
| 0.49327514 | 1 | 0.0% | |
| 0.82799749 | 1 | 0.0% | |
| 0.54184293 | 1 | 0.0% | |
| 0.58398654 | 1 | 0.0% | |
| 0.2477632 | 1 | 0.0% | |
| 0.19510261 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.95417313 | 1 | 0.0% | |
| -0.94909655 | 1 | 0.0% | |
| -0.93949817 | 1 | 0.0% | |
| -0.84726896 | 1 | 0.0% | |
| -0.72512656 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.99439706 | 1 | 0.0% | |
| 0.9945393 | 1 | 0.0% | |
| 0.99487703 | 1 | 0.0% | |
| 0.99719352 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tGravityAcc-arCoeff()-Y,3
Highly correlated
This variable is highly correlated with tGravityAcc-arCoeff()-Y,1 and should be ignored for analysis
| Correlation | 0.96359 |
|---|
tGravityAcc-arCoeff()-Y,4
Highly correlated
This variable is highly correlated with tGravityAcc-arCoeff()-Y,2 and should be ignored for analysis
| Correlation | 0.95581 |
|---|
tGravityAcc-arCoeff()-Z,1
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.43115 |
|---|---|
| Minimum | -1 |
| Maximum | 0.64877 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.89079 |
| Q1 | -0.62283 |
| Median | -0.42957 |
| Q3 | -0.24772 |
| 95-th percentile | 0.0069185 |
| Maximum | 0.64877 |
| Range | 1.6488 |
| Interquartile range | 0.37511 |
Descriptive statistics
| Standard deviation | 0.26991 |
|---|---|
| Coef of variation | -0.62603 |
| Kurtosis | -0.2214 |
| Mean | -0.43115 |
| MAD | 0.21835 |
| Skewness | 0.13921 |
| Sum | -3169.8 |
| Variance | 0.072852 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.37403709 | 1 | 0.0% | |
| -0.45322355 | 1 | 0.0% | |
| -0.8381016 | 1 | 0.0% | |
| -0.73279114 | 1 | 0.0% | |
| -0.25670163 | 1 | 0.0% | |
| -0.16942879 | 1 | 0.0% | |
| -0.87122541 | 1 | 0.0% | |
| 0.11304777 | 1 | 0.0% | |
| -0.064447197 | 1 | 0.0% | |
| -0.31671424 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.99890322 | 1 | 0.0% | |
| -0.9985746 | 1 | 0.0% | |
| -0.99788701 | 1 | 0.0% | |
| -0.99759047 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.51559237 | 1 | 0.0% | |
| 0.53688118 | 1 | 0.0% | |
| 0.54575488 | 1 | 0.0% | |
| 0.56454121 | 1 | 0.0% | |
| 0.64877436 | 1 | 0.0% |
tGravityAcc-arCoeff()-Z,2
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.45629 |
|---|---|
| Minimum | -0.61764 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -0.61764 |
|---|---|
| 5-th percentile | 0.036091 |
| Q1 | 0.27777 |
| Median | 0.45267 |
| Q3 | 0.64504 |
| 95-th percentile | 0.89687 |
| Maximum | 1 |
| Range | 1.6176 |
| Interquartile range | 0.36727 |
Descriptive statistics
| Standard deviation | 0.26028 |
|---|---|
| Coef of variation | 0.57043 |
| Kurtosis | -0.22594 |
| Mean | 0.45629 |
| MAD | 0.2113 |
| Skewness | -0.14301 |
| Sum | 3354.6 |
| Variance | 0.067747 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.96680913 | 1 | 0.0% | |
| 0.092201605 | 1 | 0.0% | |
| -0.032722738 | 1 | 0.0% | |
| -0.10886541 | 1 | 0.0% | |
| 0.88095786 | 1 | 0.0% | |
| 0.17787604 | 1 | 0.0% | |
| 0.24416401 | 1 | 0.0% | |
| 0.14933517 | 1 | 0.0% | |
| 0.46087939 | 1 | 0.0% | |
| 0.19321233 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.61763642 | 1 | 0.0% | |
| -0.53936547 | 1 | 0.0% | |
| -0.52307971 | 1 | 0.0% | |
| -0.5182228 | 1 | 0.0% | |
| -0.47837503 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.99797984 | 1 | 0.0% | |
| 0.99842317 | 1 | 0.0% | |
| 0.9984991 | 1 | 0.0% | |
| 0.99917535 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tGravityAcc-arCoeff()-Z,3
Highly correlated
This variable is highly correlated with tGravityAcc-arCoeff()-Z,1 and should be ignored for analysis
| Correlation | 0.98004 |
|---|
tGravityAcc-arCoeff()-Z,4
Highly correlated
This variable is highly correlated with tGravityAcc-arCoeff()-Z,2 and should be ignored for analysis
| Correlation | 0.97795 |
|---|
tGravityAcc-correlation()-X,Y
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.18681 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.96634 |
| Q1 | -0.46942 |
| Median | 0.39303 |
| Q3 | 0.84505 |
| 95-th percentile | 0.98632 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 1.3145 |
Descriptive statistics
| Standard deviation | 0.69664 |
|---|---|
| Coef of variation | 3.7291 |
| Kurtosis | -1.3318 |
| Mean | 0.18681 |
| MAD | 0.62208 |
| Skewness | -0.42433 |
| Sum | 1373.4 |
| Variance | 0.4853 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.42091209 | 1 | 0.0% | |
| 0.94112611 | 1 | 0.0% | |
| 0.99141186 | 1 | 0.0% | |
| -0.71524859 | 1 | 0.0% | |
| -0.2794062 | 1 | 0.0% | |
| -0.39944423 | 1 | 0.0% | |
| 0.86511877 | 1 | 0.0% | |
| -0.99444463 | 1 | 0.0% | |
| 0.90113524 | 1 | 0.0% | |
| 0.96121575 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.99995776 | 1 | 0.0% | |
| -0.99993871 | 1 | 0.0% | |
| -0.99975912 | 1 | 0.0% | |
| -0.9996544 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.99987137 | 1 | 0.0% | |
| 0.99988022 | 1 | 0.0% | |
| 0.9999117 | 1 | 0.0% | |
| 0.99992974 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tGravityAcc-correlation()-X,Z
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.10528 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.98877 |
| Q1 | -0.80862 |
| Median | -0.21694 |
| Q3 | 0.59654 |
| 95-th percentile | 0.9686 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 1.4052 |
Descriptive statistics
| Standard deviation | 0.70772 |
|---|---|
| Coef of variation | -6.7225 |
| Kurtosis | -1.4899 |
| Mean | -0.10528 |
| MAD | 0.64046 |
| Skewness | 0.21223 |
| Sum | -774 |
| Variance | 0.50087 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.52933923 | 1 | 0.0% | |
| -0.12828692 | 1 | 0.0% | |
| 0.89014708 | 1 | 0.0% | |
| -0.98562051 | 1 | 0.0% | |
| 0.09574684 | 1 | 0.0% | |
| 0.99098288 | 1 | 0.0% | |
| -0.96216597 | 1 | 0.0% | |
| -0.66277845 | 1 | 0.0% | |
| -0.81623965 | 1 | 0.0% | |
| -0.9512589 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.99997942 | 1 | 0.0% | |
| -0.99993986 | 1 | 0.0% | |
| -0.99990857 | 1 | 0.0% | |
| -0.99988284 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.99975276 | 1 | 0.0% | |
| 0.99977249 | 1 | 0.0% | |
| 0.99991411 | 1 | 0.0% | |
| 0.9999962 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tGravityAcc-correlation()-Y,Z
Numeric
| Distinct count | 7351 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.088671 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.98071 |
| Q1 | -0.60669 |
| Median | 0.18518 |
| Q3 | 0.78451 |
| 95-th percentile | 0.98244 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 1.3912 |
Descriptive statistics
| Standard deviation | 0.70416 |
|---|---|
| Coef of variation | 7.9413 |
| Kurtosis | -1.4727 |
| Mean | 0.088671 |
| MAD | 0.63429 |
| Skewness | -0.19746 |
| Sum | 651.91 |
| Variance | 0.49584 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.99707523 | 2 | 0.0% | |
| -0.99643923 | 1 | 0.0% | |
| 0.092949573 | 1 | 0.0% | |
| 0.55329867 | 1 | 0.0% | |
| 0.88934301 | 1 | 0.0% | |
| 0.86802749 | 1 | 0.0% | |
| 0.99098316 | 1 | 0.0% | |
| -0.40755642 | 1 | 0.0% | |
| 0.70918174 | 1 | 0.0% | |
| -0.81760773 | 1 | 0.0% | |
| Other values (7341) | 7341 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.99999945 | 1 | 0.0% | |
| -0.99996961 | 1 | 0.0% | |
| -0.99996958 | 1 | 0.0% | |
| -0.99991522 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.9997928 | 1 | 0.0% | |
| 0.99985925 | 1 | 0.0% | |
| 0.99996128 | 1 | 0.0% | |
| 0.99998309 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tGravityAcc-energy()-X
Highly correlated
This variable is highly correlated with tGravityAcc-min()-X and should be ignored for analysis
| Correlation | 0.98126 |
|---|
tGravityAcc-energy()-Y
Numeric
| Distinct count | 7348 |
|---|---|
| Unique (%) | 99.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.73038 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.99762 |
| Q1 | -0.96673 |
| Median | -0.91006 |
| Q3 | -0.76901 |
| 95-th percentile | 0.41305 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.19772 |
Descriptive statistics
| Standard deviation | 0.43704 |
|---|---|
| Coef of variation | -0.59837 |
| Kurtosis | 4.2638 |
| Mean | -0.73038 |
| MAD | 0.2968 |
| Skewness | 2.2815 |
| Sum | -5369.7 |
| Variance | 0.191 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.99990977 | 2 | 0.0% | |
| -0.91453458 | 2 | 0.0% | |
| -0.93910425 | 2 | 0.0% | |
| -0.96084442 | 2 | 0.0% | |
| -0.95101772 | 1 | 0.0% | |
| -0.98441939 | 1 | 0.0% | |
| -0.90613842 | 1 | 0.0% | |
| -0.9102995 | 1 | 0.0% | |
| -0.99818862 | 1 | 0.0% | |
| -0.96445067 | 1 | 0.0% | |
| Other values (7338) | 7338 | 99.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.99999904 | 1 | 0.0% | |
| -0.999998 | 1 | 0.0% | |
| -0.99999765 | 1 | 0.0% | |
| -0.99999599 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.95158738 | 1 | 0.0% | |
| 0.95284619 | 1 | 0.0% | |
| 0.95305231 | 1 | 0.0% | |
| 0.95421533 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tGravityAcc-energy()-Z
Numeric
| Distinct count | 7349 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.74471 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.99944 |
| Q1 | -0.98989 |
| Median | -0.94219 |
| Q3 | -0.74052 |
| 95-th percentile | 0.40272 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.24937 |
Descriptive statistics
| Standard deviation | 0.43595 |
|---|---|
| Coef of variation | -0.5854 |
| Kurtosis | 3.9386 |
| Mean | -0.74471 |
| MAD | 0.30219 |
| Skewness | 2.1998 |
| Sum | -5475.1 |
| Variance | 0.19005 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.9989052 | 2 | 0.0% | |
| -0.99991829 | 2 | 0.0% | |
| -0.99401205 | 2 | 0.0% | |
| -0.99611052 | 1 | 0.0% | |
| -0.97750799 | 1 | 0.0% | |
| -0.99999203 | 1 | 0.0% | |
| -0.97119044 | 1 | 0.0% | |
| -0.5161078 | 1 | 0.0% | |
| -0.26176694 | 1 | 0.0% | |
| 0.48469976 | 1 | 0.0% | |
| Other values (7339) | 7339 | 99.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.99999923 | 1 | 0.0% | |
| -0.9999991 | 1 | 0.0% | |
| -0.99999882 | 1 | 0.0% | |
| -0.99999827 | 1 | 0.0% | |
| -0.99999824 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.99771684 | 1 | 0.0% | |
| 0.99781878 | 1 | 0.0% | |
| 0.99789264 | 1 | 0.0% | |
| 0.99944864 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tGravityAcc-entropy()-X
Numeric
| Distinct count | 3168 |
|---|---|
| Unique (%) | 43.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.66751 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | -1 |
| Median | -0.74494 |
| Q3 | -0.39243 |
| 95-th percentile | -0.02163 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.60757 |
Descriptive statistics
| Standard deviation | 0.36511 |
|---|---|
| Coef of variation | -0.54697 |
| Kurtosis | 0.0027507 |
| Mean | -0.66751 |
| MAD | 0.31301 |
| Skewness | 0.85465 |
| Sum | -4907.5 |
| Variance | 0.1333 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -1.0 | 3118 | 42.4% | |
| -0.79875375 | 28 | 0.4% | |
| -0.68797241 | 24 | 0.3% | |
| -0.82339277 | 23 | 0.3% | |
| -0.83012354 | 22 | 0.3% | |
| -0.70986539 | 21 | 0.3% | |
| -0.69997649 | 21 | 0.3% | |
| -0.83710607 | 21 | 0.3% | |
| -0.68835807 | 21 | 0.3% | |
| -0.70764845 | 20 | 0.3% | |
| Other values (3158) | 4033 | 54.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 3118 | 42.4% | |
| -0.97940022 | 12 | 0.2% | |
| -0.96371135 | 8 | 0.1% | |
| -0.94989357 | 18 | 0.2% | |
| -0.93730089 | 16 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.78631957 | 1 | 0.0% | |
| 0.79952164 | 1 | 0.0% | |
| 0.81332693 | 1 | 0.0% | |
| 0.94838633 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tGravityAcc-entropy()-Y
Numeric
| Distinct count | 1179 |
|---|---|
| Unique (%) | 16.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.86913 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | -1 |
| Median | -1 |
| Q3 | -0.87175 |
| 95-th percentile | -0.2239 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.12825 |
Descriptive statistics
| Standard deviation | 0.28143 |
|---|---|
| Coef of variation | -0.3238 |
| Kurtosis | 8.0301 |
| Mean | -0.86913 |
| MAD | 0.19393 |
| Skewness | 2.7079 |
| Sum | -6389.9 |
| Variance | 0.079201 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -1.0 | 5401 | 73.5% | |
| -0.71433603 | 26 | 0.4% | |
| -0.71509131 | 23 | 0.3% | |
| -0.73914308 | 21 | 0.3% | |
| -0.71554493 | 20 | 0.3% | |
| -0.71837495 | 19 | 0.3% | |
| -0.8213536 | 18 | 0.2% | |
| -0.71933811 | 18 | 0.2% | |
| -0.77181168 | 17 | 0.2% | |
| -0.72571308 | 17 | 0.2% | |
| Other values (1169) | 1772 | 24.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 5401 | 73.5% | |
| -0.98116731 | 12 | 0.2% | |
| -0.96682426 | 10 | 0.1% | |
| -0.95419179 | 4 | 0.1% | |
| -0.94267934 | 10 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.87777927 | 1 | 0.0% | |
| 0.88611708 | 1 | 0.0% | |
| 0.96428571 | 1 | 0.0% | |
| 0.98045784 | 1 | 0.0% | |
| 1.0 | 2 | 0.0% |
tGravityAcc-entropy()-Z
Numeric
| Distinct count | 2710 |
|---|---|
| Unique (%) | 36.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.68472 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | -1 |
| Median | -0.86992 |
| Q3 | -0.42484 |
| 95-th percentile | 0.097632 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.57516 |
Descriptive statistics
| Standard deviation | 0.39646 |
|---|---|
| Coef of variation | -0.57902 |
| Kurtosis | 0.72951 |
| Mean | -0.68472 |
| MAD | 0.3272 |
| Skewness | 1.1867 |
| Sum | -5034 |
| Variance | 0.15718 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -1.0 | 3552 | 48.3% | |
| -0.73001929 | 31 | 0.4% | |
| -0.69252448 | 28 | 0.4% | |
| -0.69236188 | 27 | 0.4% | |
| -0.71010364 | 25 | 0.3% | |
| -0.7759587 | 23 | 0.3% | |
| -0.706328 | 22 | 0.3% | |
| -0.70461409 | 22 | 0.3% | |
| -0.87829606 | 21 | 0.3% | |
| -0.69496821 | 21 | 0.3% | |
| Other values (2700) | 3580 | 48.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 3552 | 48.3% | |
| -0.97971864 | 10 | 0.1% | |
| -0.96427228 | 12 | 0.2% | |
| -0.95066808 | 11 | 0.1% | |
| -0.94404576 | 2 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.93359878 | 1 | 0.0% | |
| 0.9632591 | 1 | 0.0% | |
| 0.96906066 | 1 | 0.0% | |
| 0.98430451 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tGravityAcc-iqr()-X
Highly correlated
This variable is highly correlated with tGravityAcc-mad()-X and should be ignored for analysis
| Correlation | 0.98379 |
|---|
tGravityAcc-iqr()-Y
Highly correlated
This variable is highly correlated with tGravityAcc-mad()-Y and should be ignored for analysis
| Correlation | 0.98858 |
|---|
tGravityAcc-iqr()-Z
Highly correlated
This variable is highly correlated with tGravityAcc-mad()-Z and should be ignored for analysis
| Correlation | 0.98817 |
|---|
tGravityAcc-mad()-X
Highly correlated
This variable is highly correlated with tGravityAcc-std()-X and should be ignored for analysis
| Correlation | 0.99833 |
|---|
tGravityAcc-mad()-Y
Highly correlated
This variable is highly correlated with tGravityAcc-std()-Y and should be ignored for analysis
| Correlation | 0.99874 |
|---|
tGravityAcc-mad()-Z
Highly correlated
This variable is highly correlated with tGravityAcc-std()-Z and should be ignored for analysis
| Correlation | 0.99862 |
|---|
tGravityAcc-max()-X
Highly correlated
This variable is highly correlated with tGravityAcc-mean()-X and should be ignored for analysis
| Correlation | 0.99765 |
|---|
tGravityAcc-max()-Y
Highly correlated
This variable is highly correlated with tGravityAcc-mean()-Y and should be ignored for analysis
| Correlation | 0.99737 |
|---|
tGravityAcc-max()-Z
Highly correlated
This variable is highly correlated with tGravityAcc-mean()-Z and should be ignored for analysis
| Correlation | 0.99742 |
|---|
tGravityAcc-mean()-X
Numeric
| Distinct count | 7351 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.66412 |
|---|---|
| Minimum | -1 |
| Maximum | 0.99155 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.49382 |
| Q1 | 0.80486 |
| Median | 0.91951 |
| Q3 | 0.95306 |
| 95-th percentile | 0.97125 |
| Maximum | 0.99155 |
| Range | 1.9915 |
| Interquartile range | 0.1482 |
Descriptive statistics
| Standard deviation | 0.51676 |
|---|---|
| Coef of variation | 0.77811 |
| Kurtosis | 0.88563 |
| Mean | 0.66412 |
| MAD | 0.40184 |
| Skewness | -1.6118 |
| Sum | 4882.6 |
| Variance | 0.26704 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.96967517 | 2 | 0.0% | |
| 0.9394499 | 1 | 0.0% | |
| 0.96043631 | 1 | 0.0% | |
| 0.94782306 | 1 | 0.0% | |
| -0.085534177 | 1 | 0.0% | |
| 0.87006653 | 1 | 0.0% | |
| 0.82283143 | 1 | 0.0% | |
| -0.2262369 | 1 | 0.0% | |
| 0.93370299 | 1 | 0.0% | |
| 0.91007103 | 1 | 0.0% | |
| Other values (7341) | 7341 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.94656635 | 1 | 0.0% | |
| -0.94186102 | 1 | 0.0% | |
| -0.94021189 | 1 | 0.0% | |
| -0.93673012 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.98409379 | 1 | 0.0% | |
| 0.98490592 | 1 | 0.0% | |
| 0.98527183 | 1 | 0.0% | |
| 0.98889544 | 1 | 0.0% | |
| 0.99154906 | 1 | 0.0% |
tGravityAcc-mean()-Y
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.011006 |
|---|---|
| Minimum | -0.53522 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -0.53522 |
|---|---|
| 5-th percentile | -0.35899 |
| Q1 | -0.23902 |
| Median | -0.14356 |
| Q3 | 0.14763 |
| 95-th percentile | 0.83764 |
| Maximum | 1 |
| Range | 1.5352 |
| Interquartile range | 0.38665 |
Descriptive statistics
| Standard deviation | 0.37224 |
|---|---|
| Coef of variation | 33.821 |
| Kurtosis | 0.27131 |
| Mean | 0.011006 |
| MAD | 0.29785 |
| Skewness | 1.2119 |
| Sum | 80.916 |
| Variance | 0.13856 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.81833637 | 1 | 0.0% | |
| -0.26400716 | 1 | 0.0% | |
| -0.14766406 | 1 | 0.0% | |
| -0.16808228 | 1 | 0.0% | |
| -0.1251512 | 1 | 0.0% | |
| -0.25770426 | 1 | 0.0% | |
| -0.35436346 | 1 | 0.0% | |
| -0.3477268 | 1 | 0.0% | |
| 0.26039039 | 1 | 0.0% | |
| -0.10572787 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.53522237 | 1 | 0.0% | |
| -0.4962135 | 1 | 0.0% | |
| -0.48370186 | 1 | 0.0% | |
| -0.48139563 | 1 | 0.0% | |
| -0.4741974 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.98772665 | 1 | 0.0% | |
| 0.98805104 | 1 | 0.0% | |
| 0.98810409 | 1 | 0.0% | |
| 0.98840363 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tGravityAcc-mean()-Z
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.09392 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.3733 |
| Q1 | -0.12388 |
| Median | 0.02641 |
| Q3 | 0.23302 |
| 95-th percentile | 0.83952 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.3569 |
Descriptive statistics
| Standard deviation | 0.34779 |
|---|---|
| Coef of variation | 3.7031 |
| Kurtosis | 0.37017 |
| Mean | 0.09392 |
| MAD | 0.26189 |
| Skewness | 0.68256 |
| Sum | 690.5 |
| Variance | 0.12096 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.12451145 | 1 | 0.0% | |
| -0.30171603 | 1 | 0.0% | |
| 0.041523995 | 1 | 0.0% | |
| 0.14242693 | 1 | 0.0% | |
| 0.097891071 | 1 | 0.0% | |
| 0.063451521 | 1 | 0.0% | |
| 0.12585435 | 1 | 0.0% | |
| -0.0075930828 | 1 | 0.0% | |
| 0.053665431 | 1 | 0.0% | |
| 0.54054059 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.99985803 | 1 | 0.0% | |
| -0.99947046 | 1 | 0.0% | |
| -0.99945181 | 1 | 0.0% | |
| -0.99942508 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.99836482 | 1 | 0.0% | |
| 0.99912169 | 1 | 0.0% | |
| 0.99925929 | 1 | 0.0% | |
| 0.9993499 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tGravityAcc-min()-X
Highly correlated
This variable is highly correlated with tGravityAcc-max()-X and should be ignored for analysis
| Correlation | 0.99437 |
|---|
tGravityAcc-min()-Y
Highly correlated
This variable is highly correlated with tGravityAcc-max()-Y and should be ignored for analysis
| Correlation | 0.98912 |
|---|
tGravityAcc-min()-Z
Highly correlated
This variable is highly correlated with tGravityAcc-max()-Z and should be ignored for analysis
| Correlation | 0.98941 |
|---|
tGravityAcc-sma()
Numeric
| Distinct count | 7352 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.078335 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.68328 |
| Q1 | -0.39855 |
| Median | -0.10894 |
| Q3 | 0.22752 |
| 95-th percentile | 0.57628 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.62607 |
Descriptive statistics
| Standard deviation | 0.40102 |
|---|---|
| Coef of variation | -5.1193 |
| Kurtosis | -0.71891 |
| Mean | -0.078335 |
| MAD | 0.33827 |
| Skewness | 0.21898 |
| Sum | -575.92 |
| Variance | 0.16082 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| 0.32910683 | 1 | 0.0% | |
| -0.46336322 | 1 | 0.0% | |
| 0.2072867 | 1 | 0.0% | |
| 0.13736882 | 1 | 0.0% | |
| -0.21978717 | 1 | 0.0% | |
| -0.5670754 | 1 | 0.0% | |
| 0.45921424 | 1 | 0.0% | |
| -0.18625084 | 1 | 0.0% | |
| 0.17668516 | 1 | 0.0% | |
| -0.29378342 | 1 | 0.0% | |
| Other values (7342) | 7342 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.99097882 | 1 | 0.0% | |
| -0.98579019 | 1 | 0.0% | |
| -0.97776304 | 1 | 0.0% | |
| -0.971476 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.95877467 | 1 | 0.0% | |
| 0.95957377 | 1 | 0.0% | |
| 0.9709815 | 1 | 0.0% | |
| 0.98981428 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tGravityAcc-std()-X
Numeric
| Distinct count | 7346 |
|---|---|
| Unique (%) | 99.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.96452 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.9988 |
| Q1 | -0.99499 |
| Median | -0.98191 |
| Q3 | -0.96081 |
| 95-th percentile | -0.88539 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.034181 |
Descriptive statistics
| Standard deviation | 0.077999 |
|---|---|
| Coef of variation | -0.080868 |
| Kurtosis | 177.91 |
| Mean | -0.96452 |
| MAD | 0.033026 |
| Skewness | 10.706 |
| Sum | -7091.2 |
| Variance | 0.0060839 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.95416267 | 2 | 0.0% | |
| -0.99899687 | 2 | 0.0% | |
| -0.99564278 | 2 | 0.0% | |
| -0.99790398 | 2 | 0.0% | |
| -0.98994901 | 2 | 0.0% | |
| -0.99405832 | 2 | 0.0% | |
| -0.95071178 | 1 | 0.0% | |
| -0.99268826 | 1 | 0.0% | |
| -0.98654396 | 1 | 0.0% | |
| -0.45559453 | 1 | 0.0% | |
| Other values (7336) | 7336 | 99.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.99996966 | 1 | 0.0% | |
| -0.99995397 | 1 | 0.0% | |
| -0.99992528 | 1 | 0.0% | |
| -0.9999145 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.28601047 | 1 | 0.0% | |
| 0.38173281 | 1 | 0.0% | |
| 0.69998771 | 1 | 0.0% | |
| 0.78302801 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tGravityAcc-std()-Y
Numeric
| Distinct count | 7349 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.95368 |
|---|---|
| Minimum | -0.99983 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -0.99983 |
|---|---|
| 5-th percentile | -0.99815 |
| Q1 | -0.99148 |
| Median | -0.97631 |
| Q3 | -0.94718 |
| 95-th percentile | -0.85468 |
| Maximum | 1 |
| Range | 1.9998 |
| Interquartile range | 0.044294 |
Descriptive statistics
| Standard deviation | 0.091465 |
|---|---|
| Coef of variation | -0.095907 |
| Kurtosis | 123.18 |
| Mean | -0.95368 |
| MAD | 0.041835 |
| Skewness | 8.9585 |
| Sum | -7011.5 |
| Variance | 0.0083659 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.97767107 | 2 | 0.0% | |
| -0.99104275 | 2 | 0.0% | |
| -0.97040129 | 2 | 0.0% | |
| -0.97077257 | 1 | 0.0% | |
| -0.99532813 | 1 | 0.0% | |
| -0.92684538 | 1 | 0.0% | |
| -0.99457247 | 1 | 0.0% | |
| -0.99734872 | 1 | 0.0% | |
| -0.79581568 | 1 | 0.0% | |
| -0.97613388 | 1 | 0.0% | |
| Other values (7339) | 7339 | 99.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.99982977 | 1 | 0.0% | |
| -0.99981806 | 1 | 0.0% | |
| -0.99981278 | 1 | 0.0% | |
| -0.99980495 | 1 | 0.0% | |
| -0.99979377 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.49900661 | 1 | 0.0% | |
| 0.60588948 | 1 | 0.0% | |
| 0.73429269 | 1 | 0.0% | |
| 0.89313501 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tGravityAcc-std()-Z
Numeric
| Distinct count | 7350 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.93693 |
|---|---|
| Minimum | -1 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -0.99648 |
| Q1 | -0.98691 |
| Median | -0.96617 |
| Q3 | -0.92764 |
| 95-th percentile | -0.7931 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range | 0.059271 |
Descriptive statistics
| Standard deviation | 0.1072 |
|---|---|
| Coef of variation | -0.11442 |
| Kurtosis | 75.689 |
| Mean | -0.93693 |
| MAD | 0.055146 |
| Skewness | 6.927 |
| Sum | -6888.3 |
| Variance | 0.011492 |
| Memory size | 57.5 KiB |
| Value | Count | Frequency (%) | |
| -0.97491251 | 2 | 0.0% | |
| -0.98920311 | 2 | 0.0% | |
| -0.99016723 | 1 | 0.0% | |
| -0.68916488 | 1 | 0.0% | |
| -0.99580701 | 1 | 0.0% | |
| -0.99484882 | 1 | 0.0% | |
| -0.98328117 | 1 | 0.0% | |
| -0.96808672 | 1 | 0.0% | |
| -0.99717268 | 1 | 0.0% | |
| -0.85434609 | 1 | 0.0% | |
| Other values (7340) | 7340 | 99.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0 | 1 | 0.0% | |
| -0.99985347 | 1 | 0.0% | |
| -0.99978448 | 1 | 0.0% | |
| -0.99974886 | 1 | 0.0% | |
| -0.99971762 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.51017847 | 1 | 0.0% | |
| 0.52405426 | 1 | 0.0% | |
| 0.73071663 | 1 | 0.0% | |
| 0.8034583 | 1 | 0.0% | |
| 1.0 | 1 | 0.0% |
tGravityAccMag-arCoeff()1
Highly correlated
This variable is highly correlated with tBodyAccMag-arCoeff()1 and should be ignored for analysis
| Correlation | 1 |
|---|
tGravityAccMag-arCoeff()2
Highly correlated
This variable is highly correlated with tBodyAccMag-arCoeff()2 and should be ignored for analysis
| Correlation | 1 |
|---|
tGravityAccMag-arCoeff()3
Highly correlated
This variable is highly correlated with tBodyAccMag-arCoeff()3 and should be ignored for analysis
| Correlation | 1 |
|---|
tGravityAccMag-arCoeff()4
Highly correlated
This variable is highly correlated with tBodyAccMag-arCoeff()4 and should be ignored for analysis
| Correlation | 1 |
|---|
tGravityAccMag-energy()
Highly correlated
This variable is highly correlated with tGravityAccMag-sma() and should be ignored for analysis
| Correlation | 0.95918 |
|---|
tGravityAccMag-entropy()
Highly correlated
This variable is highly correlated with tGravityAccMag-sma() and should be ignored for analysis
| Correlation | 0.92397 |
|---|
tGravityAccMag-iqr()
Highly correlated
This variable is highly correlated with tGravityAccMag-energy() and should be ignored for analysis
| Correlation | 0.94108 |
|---|
tGravityAccMag-mad()
Highly correlated
This variable is highly correlated with tGravityAccMag-std() and should be ignored for analysis
| Correlation | 0.9975 |
|---|
tGravityAccMag-max()
Highly correlated
This variable is highly correlated with tGravityAccMag-mad() and should be ignored for analysis
| Correlation | 0.97634 |
|---|
tGravityAccMag-mean()
Highly correlated
This variable is highly correlated with tBodyAccMag-entropy() and should be ignored for analysis
| Correlation | 0.92397 |
|---|
tGravityAccMag-min()
Highly correlated
This variable is highly correlated with tBodyAccMag-min() and should be ignored for analysis
| Correlation | 1 |
|---|
tGravityAccMag-sma()
Highly correlated
This variable is highly correlated with tGravityAccMag-max() and should be ignored for analysis
| Correlation | 0.97331 |
|---|
tGravityAccMag-std()
Highly correlated
This variable is highly correlated with tGravityAccMag-mean() and should be ignored for analysis
| Correlation | 0.96971 |
|---|
Correlations
